Conference Proceeding Papers

2026

[289] S. Yokoyama, T. Mizobe, H. Aihara, T. Hayashi, T. Urata, S. Kobashi, "Risk stratification of asymptomatic carotid plaque: a comparison of symptom onset and treatment eligibility prediction models," in Proc. International Workshop on Advanced Imaging Technology (IWAIT) 2026, pp. 169–169, 2026. DOI

2025

[288] Y. Adachi, Y. Kawase, M. Gonda, A. Sakai, Y. Kodama, S. Kobashi, "Computer-Aided Surgery System Using Three-Dimensional Tomographic Images for Endoscopic Retrograde Cholangiopancreatography (ERCP): Preliminary Study," in Proc. Proc. of The 26th International Symposium on Advanced Intelligent Systems, 2025. researchmap

[287] S. Yokoyama, T. Mizobe, H. Aihara, T. Hayashi, T. Urata, S. Kobashi, "Predicting Therapeutic Intervention in Asymptomatic Carotid Plaque: A Comparative Study of Multi-modal MRI Radiomics and Deep Learning," in Proc. Proc. of The 26th International Symposium on Advanced Intelligent Systems, 2025. researchmap

[286] N. Takashima, T. Sanuki, Y. Kinoshita, Center, S. Kobashi, "Stool-Prioritized Segmentation via Anatomically Guided Multi-Task U-Net Segmentation in Abdominal X-ray Images," in Proc. Proc. of The 26th International Symposium on Advanced Intelligent Systems, 2025. researchmap

[285] S. T. Bhuiyan, R. Rahman, S. Wasi, N. Yagi, S. Kobashi, A. Islam, S. B. Alam, "Invisible Yet Detected: PelFANet with Attention-Guided Anatomical Fusion for Pelvic Fracture Diagnosis.," in Proc. CoRR, 2025. DOI

[284] S. Yokoyama, T. Mizobe, H. Aihara, T. Hayashi, T. Urata, S. Kobashi, "MAP-CARE: Predicting Future Surgical Intervention in Asymptomatic Carotid Stenosis Via Multi-Modal Radiomics," in Proc. 2025 International Conference on Machine Learning and Cybernetics (ICMLC), pp. 223–228, 2025. DOI

[283] N. Takashima, T. Sanuki, Y. Kinoshita, S. Kobashi, "Improving Stool Segmentation in Abdominal X-Rays using Gas Mask Guidance with U-Net," in Proc. 2025 International Conference on Machine Learning and Cybernetics (ICMLC), pp. 358–363, 2025. DOI

[282] F. Sawa, N. Takashima, S. Ando, N. Yagi, K. Ando, R. Ishikawa, S. Kobashi, "Perturbation-Based Deep Learning Reveals Dynamic Spatiotemporal Shifts in Pediatric Brain Development from CT Imaging," in Proc. International Conference on Machine Learning and Cybernetics, 2025. researchmap

[281] R. Hasegawa, T. Nakata, K. Ishii, S. Kobashi, "Image-to-Biomarker Prediction of CSF Amyloid-β via Multimodal Deep Learning on MRI and Brain Perfusion SPECT," in Proc. Procedia Computer Science, pp. 4978–4987, 2025. DOI

[280] Y. Sakaguchi, T. Fujita, S. Kobashi, "Self-Extubation Early Warning via Autoencoder Anomaly Detection and a Novel Simulator for Quantitative Evaluation," in Proc. Procedia Computer Science, pp. 4957–4966, 2025. DOI

2024

[279] S. Ishida, K. Morita, K. Hatakeyama, N. Ren, S. Watanabe, S. Kobashi, K. Iihara, T. Wakabayashi, "Prediction of Cardiovascular Disease Development for CEA Patients Using Multimodal Learning," in Proc. 2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems, SCIS and ISIS 2024, 2024. DOI

[278] M. A. Ali, D. Fujita, Y. Makihara, K. Noguchi, S. Kobashi, "Automated Depth-Level Classification of Impacted Mandibular Third Molars Using Deep Learning on Panoramic X-Rays," in Proc. 2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems, SCIS and ISIS 2024, 2024. DOI

[277] F. Sawa, D. Fujita, K. Shimada, K. Ishii, S. Kobashi, "Differentiating Idiopathic Normal Pressure Hydrocephalus Using Multi-Head Attention CNN with Diversify-Loss in Brain MRI," in Proc. 2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems, SCIS and ISIS 2024, 2024. DOI

[276] S. Kobayashi, D. Fujita, H. Shibutani, S. Gohara, S. Kobashi, "ESWL Outcome Prediction with SMOTE and Stratified Sampling," in Proc. 2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems, SCIS and ISIS 2024, 2024. DOI

[275] M. A. Ali, D. Fujita, S. Kobashi, "Automated Detection and Classification of Mandibular Third Molar Impactions in Panoramic X-Rays," in Proc. 2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems, SCIS and ISIS 2024, 2024. DOI

[274] M. A. Ali, D. Fujita, S. Kobashi, "Advanced YOLOv7-Based Detection and Enumeration of Teeth and Restorations in Panoramic X-Rays," in Proc. 2024 International Conference on Machine Learning and Cybernetics (ICMLC), pp. 420–426, 2024. DOI

[273] A. Nagasawa, D. Fujita, S. Watanabe, N. Ren, K. Iihara, S. Kobashi, "Hierarchical U-Net and Image Patch Technique for Intracerebral Hematoma Segmentation in Thick-Slice CT Images," in Proc. World Automation Congress, 2024. researchmap

[272] N. Takashima, S. Ando, D. Fujita, M. Nii, K. Ando, R. Ishikura, S. Kobashi, "Effects of Brain Injury on Brain Age Estimation in Pediatric Brain CT images," World Automation Congress, in press.," in Proc. World Automation Congress, 2024. researchmap

2023

[271] K. Sasaki, D. Fujita, S. Kobashi, "Detection of Osteochondritis Dissecans from Ultrasound Images by Ensemble Deep Learning," in Proc. The 24th International Symposium on Advanced Intelligent Systems (ISIS),, pp. 519–524, 2023. researchmap

[270] Y. Muroi, D. Fujita, S. Kobashi, T. Fujita, "A Preliminary Study on a Sheet-Type Self-Extubation Detection Device," in Proc. The 24th International Symposium on Advanced Intelligent Systems (ISIS), pp. 515–518, 2023. researchmap

[269] R. Maeda, D. Fujita, S. Kobashi, "Deep Learning Approach for Early Detection and Prediction of Chronic Lung Disease in Neonates Chest X-ray Images," in Proc. The 24th International Symposium on Advanced Intelligent Systems (ISIS), pp. 525–528, 2023. researchmap

[268] S. Kobayashi, D. Fujita, S. Kobashi, "Interpretability of ESWL Outcome Prediction Model and Feature Selection Using SHAP values,," in Proc. 24th International Symposium on Advanced Intelligent Systems, pp. 462–466, 2023. researchmap

[267] N. Takashima, D. Fujita, S. Kobashi, "Comparison of U-Net Backbones on Segmenting Gas and Stool Regions from Abdominal X-Ray Images," in Proc. The 24th International Symposium on Advanced Intelligent Systems (ISIS), pp. 457–461, 2023. researchmap

[266] M. A. ALI, D. FUJITA, S. KOBASHI, "Teeth detection and numbering method in dental panoramic X-ray images using YOLOv7," in Proc. The 24th International Symposium on Advanced Intelligent Systems (ISIS), pp. 451–457, 2023. researchmap

[265] S. Kobayashi, D. Fujita, H. Shibutani, S. Gohara, S. Kobashi, "Prediction of ESWL Outcome by Combining CT/X-Ray Images and Clinical Findings," in Proc. 17th International Conference on Innovative Computing, Information and Control (ICICIC2023), 2023. researchmap

[264] N. Takashima, D. Fujita, T. Sanuki, Y. Kinoshita, S. Kobashi, "A Preliminary Study on Abdominal X-Ray Image Segmentation Using U-Net Models," in Proc. 17th International Conference on Innovative Computing, Information and Control (ICICIC2023), 2023. researchmap

[263] S. Ishida, K. Morita, N. Ren, S. Watanabe, S. Kobashi, K. Hatakeyama, K. Iihara, T. Wakabayashi, "Prognostic Estimation of Cardiovascular Disease Using Anomaly Detection and Pathological Image of CEA Patients," in Proc. 17th International Conference on Innovative Computing, Information and Control (ICICIC2023), 2023. researchmap

[262] R. Rahman, D. Fujita, N. Yagi, S. Kobahsi, "Fracture Recognition from Pelvic X-ray Images Using Deep Convolutional Neural Networks," in Proc. International Conference on TECHNOLOGY;BUSINESS, AND JUSTICE;TOWARDS SMART;BANGLADESH, 2023. researchmap

[261] S. A. U. Alam, S. B. Alam, S. Saha, M. Haque, R. Rahman, S. Kobashi, "Pelvic bone region segmentation (PBRS) from X-ray image using convolutional neural network (CNN)," in Proc. 2023 26th International Conference on Computer and Information Technology, ICCIT 2023, 2023. DOI

[260] N. Kondo, D. Fujita, S. Kobashi, T. Fujita, "Prediction of Bed-Leaving Behaviors Using Edge AI to Prevent Medical Accidents," in Proc. Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 1652–1657, 2023. DOI

[259] T. Mori, D. Fujita, T. Hayashi, T. Mizobe, H. Aihara, S. Kobashi, "Radiomics Based Prediction of Symptomatic Carotid Plaque in MR Images," in Proc. Proceedings - International Conference on Machine Learning and Cybernetics, pp. 315–320, 2023. DOI

[258] M. A. Ali, M. Haque, S. B. Alam, R. Rahman, M. Amin, S. Kobashi, "Medical Personal Protective Equipment Detection Using YOLOV7," in Proc. Proceedings - International Conference on Machine Learning and Cybernetics, pp. 242–247, 2023. DOI

[257] K. Oka, D. Fujita, K. Arimura, K. Iihara, S. Kobashi, "Discrimination of Intracerebral Hematoma and Intraventricular Hemorrhage in Initial CT Images Using Hierarchical Region Extraction Method," in Proc. Proceedings of SPIE - The International Society for Optical Engineering, 2023. DOI

[256] S. Wasi, S. B. Alam, R. Rahman, M. A. Amin, S. Kobashi, "Kidney Tumor Recognition from Abdominal CT Images using Transfer Learning," in Proc. Proceedings of The International Symposium on Multiple-Valued Logic, pp. 54–58, 2023. DOI

[255] R. Maeda, D. Fujita, K. Tanaka, J. Ozawa, M. Haga, N. Miyahara, F. Nanba, S. Kobashi, "Predicting the Development of Chronic Lung Disease in Neonataes from Chest X-ray Images Using Deep Learning," in Proc. Proceedings of The International Symposium on Multiple-Valued Logic, pp. 48–53, 2023. DOI

[254] K. Sasaki, D. Fujita, K. Takatsuji, Y. Kotoura, T. Sukenari, M. Minami, Y. Kobayashi, Y. Kida, K. Takahashi, S. Kobashi, "Detection of osteochondritis dissecans using convolutional neural networks for computer-aided diagnosis of baseball elbow," in Proc. Proceedings of The International Symposium on Multiple-Valued Logic, pp. 59–63, 2023. DOI

[253] K. Oka, D. Fujita, K. Arimura, K. Iihara, S. Kobashi, "Discrimination of ICH and IVH in Initial CT Images Using Hierarchical Region Extraction Мethod," in Proc. International Workshop on Advanced Imaging Technology (IWAIT) 2023, 2023. researchmap

2022

[252] Y. Muroi, D. Fujita, K. Takahama, S. Kobashi, T. Fujita, "Medical Tubing Self-Extraction Trouble Avoidance Support System Using Flexible Sensor and IoT," in Proc. 2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS), pp. 1–5, 2022. DOI

[251] R. Morita, S. Ando, D. Fujita, S. Ishikawa, K. Onoue, K. Ando, R. Ishikura, S. Kobashi, "Quantification of Pediatric Brain Development with X-ray CT Images using 3D-CNN," in Proc. 2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS), pp. 1–3, 2022. DOI

[250] R. Morita, S. Ando, D. Fujita, S. Ishikawa, K. Onoue, K. Ando, R. Ishikura, S. Kobashi, "Pediatric Brain CT Image Segmentation Methods for Effective Age Prediction Models," in Proc. 2022 World Automation Congress (WAC), pp. 408–412, 2022. DOI

[249] K. Oka, A. Ali, D. Fujita, S. Kobashi, "Tooth Recognition in X-Ray Dental Panoramic Images with Prosthetic Detection," in Proc. 2022 International Conference on Machine Learning and Cybernetics (ICMLC), pp. 109–114, 2022. DOI

[248] R. Maeda, D. Fujita, K. Tanaka, J. Ozawa, M. Haga, H. Miyahara, F. Nanba, S. Kobashi, "Predicting the severity of Neonatal Chronic Lung Disease from chest X-ray images using deep learning," in Proc. 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 1543–1547, 2022. DOI

[247] K. Sasaki, D. Fujita, K. Takatsuji, Y. Kotoura, M. Minami, Y. Kobayashi, T. Sukenari, Y. Kida, K. Takahashi, S. Kobashi, "Detection of osteochondritis dissecans in ultrasound images for computer-aided diagnosis of baseball elbow," in Proc. 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 1537–1542, 2022. DOI

[246] N. Yamamoto, D. Fujita, M. R. Rahman, N. Yagi, K. Hayashi, A. Maruo, H. Muratsu, S. Kobashi, "The challenge of detecting impact fracture of the pelvis in CT images using the CNN model.," in Proc. LifeTech, pp. 170–171, 2022. DOI

2021

[245] N. Yamamoto, D. Fujita, M. R. Rahman, N. Yagi, K. Hayashi, A. Maruo, H. Muratsu, S. Kobashi, "Boring Survey Based Fracture Detection (BSFD) for Fragility Fracture of the Pelvis in CT Images.," in Proc. 2021 International Conference on Machine Learning and Cybernetics (ICMLC), pp. 1–5, 2021. DOI

[244] K. Oka, D. Fujita, Y. Nohara, S. Inoue, K. Arimura, K. Iihara, S. Kobashi, "CNN Based Hierarchical Intracerebral Hematoma Region Extraction Method in Head Thick-Slice CT Images.," in Proc. 2021 International Conference on Machine Learning and Cybernetics (ICMLC), pp. 1–5, 2021. DOI

[243] R. Morita, S. Ando, D. Fujita, M. Nii, K. Ando, R. Ishikura, S. Kobashi, "Brain Devlopment Age Prediction Using Convolutnal Neural Network on Pediatrics Brain Ct Mages.," in Proc. 2021 International Conference on Machine Learning and Cybernetics (ICMLC), pp. 1–6, 2021. DOI

[242] F. P. Mahdi, S. Kobashi, "A Deep Learning Technique for Automatic Teeth Recognition in Dental Panoramic X-Ray Images Using Modified Palmer Notation System," in Proc. Intelligent Learning for Computer Vision, pp. 55–65, 2021. DOI

[241] K. Nakatsu, K. M. 0001, D. Fujita, S. Kobashi, "Comparison of Machine Learning Methods for Predicting Modified Total Shape Score in X-ray Radiography.," in Proc. 2021 World Automation Congress(WAC), pp. 86–91, 2021. DOI

2020

[240] S. Sakib, B. Hossain, T. Hiranaka, S. Kobashi, "Hand Frame Extraction in Surgical Video Images Using Convolutional Neural Network.," in Proc. Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems(SCIS/ISIS), pp. 1–5, 2020. DOI

[239] K. Motoki, F. P. Mahdi, N. Yagi, M. Nii, S. Kobashi, "Automatic Teeth Recognition Method from Dental Panoramic Images Using Faster R-CNN and Prior Knowledge Model.," in Proc. Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems(SCIS/ISIS), pp. 1–5, 2020. DOI

[238] F. P. Mahdi, N. Yagi, S. Kobashi, "Automatic Teeth Recognition in Dental X-Ray Images Using Transfer Learning Based Faster R-CNN.," in Proc. 50th IEEE International Symposium on Multiple-Valued Logic(ISMVL), pp. 16–21, 2020. DOI

[237] N. Yamamoto, R. Rahman, N. Yagi, K. Hayashi, A. Maruo, H. Muratsu, S. Kobashi, "An automated fracture detection from pelvic CT images with 3-D convolutional neural networks," in Proc. 2020 International Symposium on Community-Centric Systems, CcS 2020, pp. 1–6, 2020. DOI

[236] K. Nakatsu, K. Morita, N. Yagi, S. Kobashi, "Finger Joint Detection Method in Hand X-ray Radiograph Images Using Statistical Shape Model and Support Vector Machine," in Proc. 2020 International Symposium on Community-Centric Systems, CcS 2020, pp. 1–5, 2020. DOI

[235] B. Hossain, S. Nishio, H. Takafunio, S. Kobashi, "A deep learning approach for surgical instruments detection in orthopaedic surgery using transfer learning," in Proc. Proceedings of SPIE - The International Society for Optical Engineering, 2020. DOI

[234] S. Nishio, B. Hossain, N. Yagi, M. Nii, T. Hiranaka, S. Kobashi, "Surgical Phase Recognition Method with a Sequential Consistency for CAOS-AI Navigation System," in Proc. LifeTech 2020 - 2020 IEEE 2nd Global Conference on Life Sciences and Technologies, pp. 8–10, 2020. DOI

[233] Y. Kubo, M. Nii, T. Muto, H. Tanaka, H. Inui, N. Yagi, K. Nobuhara, S. Kobashi, "Artificial humeral head modeling using Kmeans++ clustering and PCA," in Proc. LifeTech 2020 - 2020 IEEE 2nd Global Conference on Life Sciences and Technologies, pp. 5–7, 2020. DOI

2019

[232] N. Tasnim, F. P. Mahdi, S. B. Alam, N. Yagi, A. Nakashima, I. Komesu, Y. Tokunaga, T. Sakumoto, S. Kobashi, "A Quantification Approach of Uterine Peristalsis Propagated from the Cervix and the Fundus," in Proc. Proceedings - International Conference on Machine Learning and Cybernetics, pp. 1–6, 2019. DOI

[231] S. Ahmed, T. Kishi, M. Nii, K. Higuchi, S. Kobashi, "Estimation of Human Activities by Fuzzy Classification Systems for Understanding Subject Persons' Situation," in Proc. Proceedings - International Conference on Machine Learning and Cybernetics, pp. 1–7, 2019. DOI

[230] M. Nii, Y. Kato, M. Morimoto, S. Kobashi, N. Kamiura, Y. Hata, S. Imawaki, T. Ishikawa, H. Matsubayashi, "Ovarian follicle classification using numerical and B-mode image features from ultrasound scanning devices," in Proc. 2018 Joint 7th International Conference on Informatics, Electronics and Vision and 2nd International Conference on Imaging, Vision and Pattern Recognition, ICIEV-IVPR 2018, pp. 222–227, 2019. DOI

[229] N. Yagi, M. Nii, S. Kobashi, "Abdominal organ area segmentation using u-net for cancer radiotherapy support," in Proc. Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 1210–1214, 2019. DOI

2018

[228] A. Tashita, K. Morita, K. Morita, M. Nii, N. Nakagawa, S. Kobashi, "Automated estimation of mTS score in hand joint X-ray image using machine learning," in Proc. 2017 6th International Conference on Informatics, Electronics and Vision and 2017 7th International Symposium in Computational Medical and Health Technology, ICIEV-ISCMHT 2017, pp. 1–5, 2018. DOI

[227] W. Marui, S. Kan, M. Nii, M. Shibata, S. Kobashi, "MD-LMS Algorithm Based Brain Functional Connectivity Analysis in Resting State fMRI.," in Proc. 2018 World Automation Congress, WAC 2018, Stevenson, WA, USA, June 3-6, 2018, pp. 1–5, 2018. DOI

[226] Y. Kubo, M. B. Hossain, M. Nii, T. Muto, H. Tanaka, H. Inui, K. Nobuhara, S. Kobashi, "3-D Statistical Shape Model of the Humerus Towards Artificial Shoulder Joint Design.," in Proc. 2018 World Automation Congress, WAC 2018, Stevenson, WA, USA, June 3-6, 2018, pp. 1–5, 2018. DOI

[225] M. Nii, S. Okajima, R. Sakashita, M. Hamada, S. Kobashi, "Tongue movement classification in chewing and swallowing using electromyography," in Proc. 2017 6th International Conference on Informatics, Electronics and Vision and 2017 7th International Symposium in Computational Medical and Health Technology, ICIEV-ISCMHT 2017, pp. 1–6, 2018. DOI

[224] Y. Taniguchi, Y. Kubota, S. Tsuruta, T. Muranushi, Y. Hada-Muranushi, Y. Mizuno, S. Kobashi, Y. Sakurai, R. Knauf, A. Kutics, "A SVM integrated Case Based Learning Data GA for Solar Flare Prediction," in Proc. 2018 IEEE Symposium Series on Computational Intelligence (SSCI), pp. 2131–2138, 2018. DOI

[223] B. Hossain, T. Morooka, M. Okuno, M. Nii, S. Yoshiya, S. Kobashi, "Implanted Knee Kinematics Prediction: comparative performance analysis of machine learning techniques," in Proc. 2018 Joint 7th International Conference on Informatics, Electronics & Vision (ICIEV) and 2018 2nd International Conference on Imaging, Vision & Pattern Recognition (icIVPR), pp. 544–549, 2018. DOI

[222] M. Hossain, S. Nishio, T. Hiranaka, S. Kobashi, "Real-time Surgical Tools Recognition in Total Knee Arthroplasty Using Deep Neural Networks," in Proc. 2018 Joint 7th International Conference on Informatics, Electronics & Vision (ICIEV) and 2018 2nd International Conference on Imaging, Vision & Pattern Recognition (icIVPR), pp. 470–474, 2018. DOI

[221] K. M. 0001, P. Chan, M. Nii, N. Nakagawa, S. Kobashi, "Finger Joint Detection Method for the Automatic Estimation of Rheumatoid Arthritis Progression Using Machine Learning.," in Proc. Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018, pp. 1315–1320, 2018. DOI

[220] S. B. Alam, A. Shimizu, K. Ando, R. Ishikura, S. Kobashi, "Disorder Development Onset Prediction Based on Spatiotemporal Statistical Shape Model.," in Proc. Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018, pp. 385–390, 2018. DOI

[219] S. Nishio, M. Hossain, M. B. Hossain, M. Nii, T. Hiranaka, S. Kobashi, "Real-Time Orthopedic Surgery Procedure Recognition Method with Video Images from Smart Glasses Using Convolutional Neural Network.," in Proc. Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018, pp. 379–384, 2018. DOI

[218] R. Rahman, K. Ukai, S. Kobashi, "A Filter-Based Method to Calculate Heart Rate from Near Infrared Video.," in Proc. 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems (SCIS) and 19th International Symposium on Advanced Intelligent Systems (ISIS), Toyama, Japan, December 5-8, 2018, pp. 1154–1159, 2018. DOI

[217] F. P. Mahdi, S. Kobashi, "Quantum Particle Swarm Optimization for Multilevel Thresholding-Based Image Segmentation on Dental X-Ray Images.," in Proc. 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems (SCIS) and 19th International Symposium on Advanced Intelligent Systems (ISIS), Toyama, Japan, December 5-8, 2018, pp. 1148–1153, 2018. DOI

2017

[216] S. Kobashi, B. Hossain, M. Nii, S. Kambara, T. Morooka, M. Okuno, S. Yoshiya, "Prediction of post-operative implanted knee function using machine learning in clinical big data," in Proc. Proceedings - International Conference on Machine Learning and Cybernetics, pp. 195–200, 2017. DOI

[215] K. Morita, M. Nii, S. Kambara, K. Kashiwa, H. Nakayama, S. Yoshiya, S. Kobashi, "Clinical big image data based pre-operative planning in ACL reconstruction," in Proc. Proceedings - International Conference on Machine Learning and Cybernetics, pp. 19–23, 2017. DOI

[214] K. Morita, M. Nii, N. Ikoma, T. Morooka, S. Yoshiya, S. Kobashi, "Particle filter based implanted knee kinematics analysis for the postoperative evaluation," in Proc. 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017, pp. 3095–3100, 2017. DOI

[213] Y. Kubota, S. Tsuruta, S. Kobashi, Y. Sakurai, R. Knauf, "Evaluation of a classification method for MR image segmentation.," in Proc. 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017, pp. 1581–1586, 2017. DOI

[212] S. B. Alam, R. Rahman, S. Kobashi, Y. Hata, "Muscle thickness measurement from ultrasonic wave using continuous wavelet analysis.," in Proc. 2017 International Conference on Machine Learning and Cybernetics, ICMLC 2017, Ningbo, China, July 9-12, 2017, pp. 425–429, 2017. DOI

[211] K. M. 0001, A. Tashita, M. Nii, S. Kobashi, "Computer-aided diagnosis system for Rheumatoid Arthritis using machine learning.," in Proc. Proceedings of 2017 International Conference on Machine Learning and Cybernetics, ICMLC 2017, pp. 357–360, 2017. DOI

[210] T. Muto, H. Inui, H. Tanaka, K. Ishiro, K. Morita, H. Ninomiya, M. Komai, Y. Kanatani, K. Hashimoto, S. Kobashi, K. Nobuhara, "MRI-based 3D-shape model improves diagnosis of rotator cuff tear," in Proc. 2017 6th International Conference on Informatics, Electronics and Vision & 2017 7th International Symposium in Computational Medical and Health Technology (ICIEV-ISCMHT), 2017. DOI

2016

[209] Y. Yamamoto, D. Itoh, S. Tsuruta, T. Muranushi, Y. Hada-Muranushi, S. Kobashi, Y. Mizuno, R. Knauf, "Solar Flare Prediction by SVM Integrated CBGA with Dynamic Mutation Rate," in Proc. 2016 WORLD AUTOMATION CONGRESS (WAC), 2016. DOI

[208] S. B. Alam, S. Kobashi, "Simple Brain Atrophy Quantification Method Using MR Images," in Proc. 2016 5TH INTERNATIONAL CONFERENCE ON INFORMATICS, ELECTRONICS AND VISION (ICIEV), pp. 743–746, 2016. DOI

[207] Y. Yamamoto, D. Itoh, S. Tsuruta, T. Muranushi, Y. Hada-Muranushi, S. Kobashi, Y. Mizuno, R. Knauf, "SVM integrated case based restarting GA for further improving solar flare prediction," in Proc. 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 004716–004723, 2016. DOI

[206] A. Tashita, S. Kobashi, M. Nii, Y. Mori, Y. Yoshioka, Y. Hata, "Macrophage learning-tracking algorithm in time-lapse MR images.," in Proc. Proceedings - International Conference on Machine Learning and Cybernetics, pp. 421–426, 2016. DOI

[205] M. Yasugi, B. Hossain, H. Shibutani, T. Nomura, M. Nii, M. Morimoto, S. Kobashi, "Cerebral aneurysm occurrence prediction by morphometric analysis of the Willis ring," in Proc. 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 001774–001779, 2016. DOI

[204] Y. Yamamoto, S. Tsuruta, S. Kobashi, Y. Sakurai, R. Knauf, "An Efficient Classification Method for Knee MR Image Segmentation," in Proc. 2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), pp. 36–41, 2016. DOI

[203] M. B. Hossain, M. Nii, S. Kobashi, "Construction of Statistical Shape Model of Femoral Bone Using MR Images," in Proc. 2016 5TH INTERNATIONAL CONFERENCE ON INFORMATICS, ELECTRONICS AND VISION (ICIEV), pp. 658–662, 2016. DOI

[202] K. S, A. S.B, N. M, "Machine learning approaches for brain morphology analysis in MR images," in Proc. ISCIIA 2016 - 7th International Symposium on Computational Intelligence and Industrial Applications, 2016. researchmap

[201] N. Kamiura, S. Kobashi, M. Nii, T. Yumoto, K. Sorachi, "Application of Self-Organizing Maps to Data Classification and Data Prediction for Female Subjects with Unhealthy-Level Visceral Fat," in Proc. 2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), pp. 1815–1820, 2016. DOI

[200] M. Nii, H. Kozakai, M. Morimoto, S. Kobashi, N. Kamiura, Y. Hata, S. Imawaki, T. Ishikawa, H. Matsubayashi, "Identification of Ovarian Follicle with Ovum from Ultrasonic Images," in Proc. 2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), pp. 1514–1518, 2016. DOI

[199] K. Morita, M. Nii, F. Imamura, T. Morooka, S. Yoshiya, S. Kobashi, "Implanted Knee Kinematics Analysis by 2-D/3-D Registration Using Particle Filter," in Proc. 2016 JOINT 8TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS (SCIS) AND 17TH INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS (ISIS), pp. 827–831, 2016. DOI

[198] K. Morita, S. Kobashi, K. Kashiwa, H. Nakayama, S. Kambara, M. Morimoto, S. Yoshiya, S. Aikawa, "Blumensaat's Line Detection for Quadrant Method on MR Images," in Proc. 2016 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), pp. 2144–2149, 2016. DOI

[197] Y. Yamamoto, S. Tsuruta, Y. Hada-Muranushi, Y. Mizuno, T. Muranushi, S. Kobashi, R. Knauf, "Solar Flare Prediction by SVM integrated GA," in Proc. 2016 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), pp. 4127–4134, 2016. DOI

[196] M. Morimoto, S. Hagihara, S. Kobashi, S. Aikawa, "A Meal Menu Recognition System using RGB-D Sensor," in Proc. 2016 5TH INTERNATIONAL CONFERENCE ON INFORMATICS, ELECTRONICS AND VISION (ICIEV), pp. 671–674, 2016. researchmap

2015

[195] S. B. Alam, R. Nakano, S. Kobashi, N. Kamiura, "Feature selection of manifold learning using principal component analysis in brain MR image," in Proc. 2015 International Conference on Informatics, Electronics & Vision (ICIEV), pp. 1–5, 2015. DOI

[194] K. Morita, S. Kobashi, Y. Wakata, K. Ando, R. Ishikura, N. Kamiura, "ICP based neonatal brain MRI normalization method," in Proc. IEEE International Conference on Fuzzy Systems, 2015. DOI

[193] Y. Yamamoto, S. Tsuruta, T. Muranushi, Y. H. Muranushi, S. Kobashi, Y. Mizuno, R. Knauf, "Improvement of Sun Flare Prediction by SVM integrated GA," in Proc. 2015 11TH INTERNATIONAL CONFERENCE ON SIGNAL-IMAGE TECHNOLOGY & INTERNET-BASED SYSTEMS (SITIS), pp. 719–724, 2015. DOI

[192] A. Tashita, S. Kobashi, Y. Mori, M. Morimoto, S. Aikawa, Y. Yoshioka, Y. Hata, "Macrophage tracking using the Hungarian algorithm in time lapse MR images," in Proc. 2015 7TH INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ENGINEERING & TECHNOLOGY (ICETET), pp. 169–173, 2015. DOI

[191] M. Nii, M. Momimoto, S. Kobashi, N. Kamiura, Y. Hata, K. Sorachi, "Medical Checkup and Image Data Analysis for Preventing Life Style Diseases," in Proc. 2015 7TH INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ENGINEERING & TECHNOLOGY (ICETET), pp. 117–122, 2015. DOI

[190] R. Nakano, S. Kobashi, S. B. Alam, M. Morimoto, Y. Wakata, K. Ando, R. Ishikura, S. Hirota, S. Aikawa, "Neonatal Brain Age Estimation Using Manifold Learning Regression Analysis," in Proc. 2015 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2015): BIG DATA ANALYTICS FOR HUMAN-CENTRIC SYSTEMS, pp. 2273–2276, 2015. DOI

[189] H. Komori, S. Kobashi, N. Kamiura, Y. Hata, K. Sorachi, "On Relationship Analysis of Health Examination Items Using Self-Organizing Maps," in Proc. 2015 4TH INTERNATIONAL CONFERENCE ON INFORMATICS, ELECTRONICS & VISION ICIEV 15, 2015. researchmap

[188] K. Morita, S. Kobashi, Y. Wakata, K. Ando, R. Ishikura, N. Kamiura, "ICP based Neonatal Brain MRI Normalization Method," in Proc. 2015 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2015), 2015. researchmap

2014

[187] S. B. Alam, R. Nakano, N. Kamiura, S. Kobashi, "Morphological changes of aging brain structure in MRI analysis," in Proc. 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), pp. 683–687, 2014. DOI

[186] N. Kamiura, T. Hara, S. Kobashi, K. Kuramoto, T. Fujii, "On Reduction of Sojourn Time for Patients at Department of Cardiology," in Proc. 2014 7TH INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS (BMEI 2014), pp. 821–826, 2014. researchmap

[185] S. Kobashi, K. Iwasa, T. Fujishiro, S. Hayashi, S. Hashimoto, R. Kuroda, M. Kurosaka, N. Kamiura, "MDCT image based assessment of acetabular cup orientation in total hip arthroplasty," in Proc. 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 2557–2562, 2014. DOI

[184] Y. Mori, Y. Arima, T. Chen, D. Zhu, Y. Komai, M. Murakami, Y. Yoshioka, T. Fujisawa, S. Kobashi, Y. Hata, "In vivo MRI monitoring of inflammatory alterations and cellular dynamics in the central nervous system," in Proc. 2014 World Automation Congress (WAC), pp. 355–360, 2014. DOI

[183] S. Kobashi, Y. Mori, Y. Yoshioka, Y. Hata, "Image alignment for single-cell imaging of macrophage in the mouse brain using 11.7T MRI," in Proc. 2014 World Automation Congress (WAC), pp. 371–375, 2014. DOI

[182] S. Kobashi, R. Nakano, K. Kuramoto, Y. Wakata, K. Ando, R. Ishikura, T. Ishikawa, S. Hirota, Y. Hata, N. Kamiura, "Neonatal brain segmentation using 4-D fuzzy object model," in Proc. 2014 International Conference on Informatics, Electronics & Vision (ICIEV), pp. 1–7, 2014. DOI

2013

[181] N. Yagi, K. Kuramoto, S. Kobashi, Y. Hata, T. Ishikawa, "Ultrasonic Frequency Response Analysis for Quantitative Measurements in Bone Marrow Stromal Cells," in Proc. 2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013), pp. 3420–3424, 2013. DOI

[180] S. Kobashi, K. Kuramoto, Y. Hata, "Interactive fuzzy connectedness image segmentation for neonatal brain MR image segmentation," in Proc. 2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013), pp. 1799–1804, 2013. DOI

[179] S. Kobashi, A. Toda, N. Shibanuma, Y. Hata, "Quantitative Evaluation of Patient Specific Instrument for Total Knee Arthoroplasty," in Proc. 2013 INTERNATIONAL CONFERENCE ON SIGNAL-IMAGE TECHNOLOGY & INTERNET-BASED SYSTEMS (SITIS), pp. 837–841, 2013. DOI

[178] S. Kobashi, A. Toda, N. Shibanuma, Y. Hata, "Image-based evaluation of patient specific instrument attachment in TKA," in Proc. Procedia Computer Science, pp. 976–982, 2013. DOI

[177] M. Kuki, H. Nakajima, N. Tsuchiya, K. Kuramoto, S. Kobashi, Y. Hata, "Mining multi human locations using thermopile array sensors," in Proc. Proceedings of The International Symposium on Multiple-Valued Logic, pp. 59–64, 2013. DOI

[176] T. Takeda, K. Kuramoto, S. Kobashi, Y. Hata, "A fuzzy human detection for security system using infrared laser camera," in Proc. Proceedings of The International Symposium on Multiple-Valued Logic, pp. 53–58, 2013. DOI

[175] K. Tsukuda, T. Egawa, K. Taniguchi, K. Kuramoto, S. Kobashi, Y. Hata, "Fuzzy Damage Extraction Method for Ultrasonic Nondestructive Testing Images," in Proc. 2013 IEEE 43RD INTERNATIONAL SYMPOSIUM ON MULTIPLE-VALUED LOGIC (ISMVL 2013), pp. 23–28, 2013. DOI

[174] T. Fujimoto, H. Nakajima, N. Tsuchiya, H. Marukawa, K. Kuramoto, S. Kobashi, Y. Hata, "Wearable Human Activity Recognition by Electrocardiograph and Accelerometer," in Proc. 2013 IEEE 43RD INTERNATIONAL SYMPOSIUM ON MULTIPLE-VALUED LOGIC (ISMVL 2013), pp. 12–17, 2013. DOI

[173] S. Kobashi, J. K. Udupa, "Fuzzy object models for newborn brain MR image segmentation," in Proc. MEDICAL IMAGING 2013: BIOMEDICAL APPLICATIONS IN MOLECULAR, STRUCTURAL, AND FUNCTIONAL IMAGING, 2013. DOI

[172] H. M. Elahi, D. Islam, I. Ahmed, S. Kobashi, M. A. R. Ahad, "Webcam-Based Accurate Eye-Central Localization," in Proc. 2013 Second International Conference on Robot, Vision and Signal Processing, pp. 47–50, 2013. DOI

[171] S. Tada, S. Kobashi, K. Kuramoto, F. Imamura, T. Morooka, K. Kuramoto, S. Yoshiya, Y. Hata, "On A Priori Knowledge in Particle Filter for In-Vivo Analysis of Implanted Knee," in Proc. 2013 Second International Conference on Robot, Vision and Signal Processing, pp. 168–171, 2013. DOI

[170] S. Kobashi, A. Hashioka, Y. Wakata, K. Ando, R. Ishikura, K. Kuramoto, T. Ishikawa, S. Hirota, Y. Hata, "A priori knowledge based deformable surface model for newborn brain MR image segmentation," in Proc. Proceedings of the 2013 4th International Workshop on Computational Intelligence in Medical Imaging, CIMI 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013, pp. 1–5, 2013. DOI

[169] S. Kobashi, H. Mita, K. Nakagawa, K. Nishiyama, H. Maeno, K. Kuramoto, Y. Hata, "Maritime Space Understanding Using Multiple Radar Systems by Iterative Image Reconstuction Algorithm," in Proc. PROCEEDINGS OF THE 2013 IEEE WORKSHOP ON ROBOTIC INTELLIGENCE IN INFORMATIONALLY STRUCTURED SPACE (RIISS), pp. 102–107, 2013. DOI

[168] G. Schaefer, S. Kobashi, K. Nagamune, "Workshop on medical image and signal analysis WS-MISA: Editorial," in Proc. Proceedings - 2013 International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2013, 2013. DOI

2012

[167] S. Kobashi, J. K. Udupa, "Fuzzy Object Model Based Fuzzy Connectedness Image Segmentation of Newborn Brain MR Images," in Proc. PROCEEDINGS 2012 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), pp. 1422–1427, 2012. DOI

[166] Y. Kaku, K. Kuramoto, S. Kobashi, Y. Hata, "Predict Time Series Data for The Number of Asthmatic Attacks in Himeji by Fuzzy-AR Model," in Proc. PROCEEDINGS OF THE 2012 FIFTH INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ENGINEERING AND TECHNOLOGY (ICETET 2012), pp. 314–317, 2012. DOI

[165] T. Takeda, K. Kuramoto, S. Kobashi, Y. Hata, "Biometrics Personal Identification by Wearable Pressure Sensor," in Proc. PROCEEDINGS OF THE 2012 FIFTH INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ENGINEERING AND TECHNOLOGY (ICETET 2012), pp. 120–123, 2012. DOI

[164] Y. Takashima, T. Ishikawa, S. Kobashi, K. Kuramoto, Y. Hata, "Ultrasonic Evaluation of Seminiferous Tubules by Frequency Map," in Proc. PROCEEDINGS OF THE 2012 FIFTH INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ENGINEERING AND TECHNOLOGY (ICETET 2012), pp. 7–12, 2012. DOI

[163] H. Tanii, K. Kuramoto, H. Nakajima, S. Kobashi, N. Tsuchiya, Y. Hata, "A Fuzzy-AR Model to Predict Human Body Weights," in Proc. 2012 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), pp. 1–6, 2012. DOI

[162] Y. Takashima, T. Ishikawa, K. Kuramoto, S. Kobashi, Y. Hata, "Ultrasonic Thickness Evaluation of Seminiferous Tubule by Fuzzy Inference," in Proc. 2012 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), pp. 1–5, 2012. DOI

[161] Y. Kaku, K. Kuramoto, S. Kobashi, Y. Hata, "Asthmatic Attacks Prediction Considering Weather Factors Based on Fuzzy-AR Model," in Proc. 2012 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), pp. 1–4, 2012. DOI

[160] H. Tanii, K. Kuramoto, H. Nakajima, S. Kobashi, N. Tsuchiya, Y. Hata, "A Fuzzy Time-Series Prediction Model with Multi-Biological Data for Health Management," in Proc. 6TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS, AND THE 13TH INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS, pp. 1259–1264, 2012. DOI

[159] A. Hashioka, K. Kuramoto, S. Kobashi, Y. Wakata, K. Ando, R. Ishikura, T. Ishikawa, S. Hirota, Y. Hata, "Fuzzy Object Shape Model for Newborn Brain MR Image Segmentation," in Proc. 6TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS, AND THE 13TH INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS, pp. 1253–1258, 2012. DOI

[158] A. Hashioka, S. Kobashi, K. Kuramoto, Y. Wakata, K. Ando, R. Ishikura, T. Ishikawa, S. Hirota, Y. Hata, "Shape and Appearance Knowledge Based Brain Segmentation for Neonatal MR Images," in Proc. 2012 WORLD AUTOMATION CONGRESS (WAC), 2012. researchmap

[157] H. Mita, S. Kobashi, K. Nakagawa, K. Nishiyama, H. Maeno, K. Kuramoto, Y. Hata, "A Fusion Method for Marine Radar Images Using EM Algorithm," in Proc. 2012 WORLD AUTOMATION CONGRESS (WAC), 2012. researchmap

[156] Y. Hata, K. Kuramoto, S. Kobashi, H. Nakajima, "A Survey of Fuzzy Logic in Medical and Health Technology," in Proc. 2012 WORLD AUTOMATION CONGRESS (WAC), 2012. researchmap

2011

[155] T. Takeda, K. Kuramoto, S. Kobashi, Y. Hata, "A Challenge to Biometrics by Sole Pressure while Walking," in Proc. IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011), pp. 1430–1435, 2011. DOI

[154] H. Tanii, K. Kuramoto, H. Nakajima, S. Kobashi, N. Tsuchiya, Y. Hata, "A Fuzzy Logic Approach to Predict Human Body Weight Based on AR Model," in Proc. IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011), pp. 1022–1025, 2011. DOI

[153] Y. Takashima, K. Kuramoto, S. Kobashi, Y. Hata, T. Ishikawa, "A Testicular Tubule Evaluation Method by Ultrasonic Array Probe," in Proc. IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011), pp. 1013–1016, 2011. DOI

[152] S. Kanazawa, K. Taniguchi, K. Asari, K. Kuramoto, S. Kobashi, Y. Hata, "A Fuzzy Automated Object Classification by Infrared Laser Camera," in Proc. INDEPENDENT COMPONENT ANALYSES, WAVELETS, NEURAL NETWORKS, BIOSYSTEMS, AND NANOENGINEERING IX, 2011. DOI

[151] D. Yokomichi, S. Kobashi, Y. Wakata, K. Ando, R. Ishikura, K. Kuramoto, T. Ishikawa, S. Hirota, Y. Hata, "Particle method for sub-voxel extraction of cerebral surface in neonatal MR images," in Proc. Proceedings of the 2011 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2011, pp. 1052–1057, 2011. researchmap

[150] S. Kobashi, N. Kawakami, Y. T. Kitamura, K. K. Shimono, K. Kuramoto, M. Taniike, T. Ishikawa, Y. Hata, "Fractal dimension-based cortical dysplasia detection using MR images for children with epilepsy," in Proc. Proceedings of the 2011 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2011, pp. 467–473, 2011. researchmap

[149] T. Takeda, Y. Sakai, K. Kuramoto, S. Kobashi, T. Ishikawa, Y. Hata, "Foot Age Estimation for Fall-Prevention using Sole Pressure by Fuzzy logic," in Proc. 2011 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), pp. 769–774, 2011. DOI

[148] S. Kobashi, N. Ikoma, F. Imamura, N. Shibanuma, K. Kuramoto, T. Ishikawa, Y. Hata, "Particle filter for implanted knee kinematic analysis using dynamic radiograph video," in Proc. 2011 IEEE International Conference on Systems, Man, and Cybernetics, pp. 746–751, 2011. DOI

[147] M. Nakamura, T. Ishikawa, S. Kobashi, K. Kuramoto, Y. Hata, "Blood flow detection under skull by Doppler effect," in Proc. 2011 IEEE International Conference on Systems, Man, and Cybernetics, pp. 758–763, 2011. DOI

[146] Y. Hata, S. Kobashi, K. Kuramoto, H. Nakajima, "Home care system for aging people confined to bed by detached sensor network," in Proc. IEEE SSCI 2011: Symposium Series on Computational Intelligence - RIISS 2011: 2011 IEEE Workshop on Robotic Intelligence in Informationally Structured Space, pp. 1–6, 2011. DOI

[145] H. Mita, S. Kobashi, K. Nakagawa, K. Nishiyama, H. Maeno, K. Kuramoto, Y. Hata, "Marine radar system of systems for radar image quality improvement using em algorithm," in Proc. Proceedings of 2011 6th International Conference on System of Systems Engineering: SoSE in Cloud Computing, Smart Grid, and Cyber Security, SoSE 2011, pp. 270–275, 2011. DOI

[144] A. Hashioka, K. Yamaguchi, S. Kobashi, Y. Wakata, K. Ando, R. Ishikura, K. Kuramoto, T. Ishikawa, S. Hirota, Y. Hata, "Neonatal brain MR image segmentation based on system-of-systems in engineering technology," in Proc. Proceedings of 2011 6th International Conference on System of Systems Engineering: SoSE in Cloud Computing, Smart Grid, and Cyber Security, SoSE 2011, pp. 107–112, 2011. DOI

[143] T. Takeda, K. Kuramoto, S. Kobashi, Y. Hata, "Biometrics Security by Dynamics of Left and Right Sole Pressure while Walking," in Proc. INDEPENDENT COMPONENT ANALYSES, WAVELETS, NEURAL NETWORKS, BIOSYSTEMS, AND NANOENGINEERING IX, 2011. DOI

[142] Y. Hata, K. Ho, K. Kuramoto, S. Kobashi, N. Tsuchiya, H. Nakajima, "YURAGI-Analysis for Detecting Heart Rate by Mat-Type Sensor in Bed," in Proc. INDEPENDENT COMPONENT ANALYSES, WAVELETS, NEURAL NETWORKS, BIOSYSTEMS, AND NANOENGINEERING IX, 2011. DOI

2010

[141] N. Kawakami, S. Kobashi, K. Kuramoto, Y. T. Kitamura, K. Kagitani-Shimono, S. Imawaki, M. Taniike, Y. Hata, "Estimation method of cortical dysplasia degree using neural network in pediatric brain MR images," in Proc. SCIS and ISIS 2010 - Joint 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems, pp. 1399–1402, 2010. researchmap

[140] S. Kobashi, D. Yokomichi, K. Yamaguchi, K. Kuramoto, S. Imawaki, Y. Hata, "Computer-aided diagnosis system of systems for neonatal human brain MR images," in Proc. 2010 5th International Conference on System of Systems Engineering, SoSE 2010, 2010. DOI

[139] K. Ho, K. Yamamoto, N. Tsuchiya, H. Nakajima, K. Kuramoto, S. Kobashi, Y. Hata, "Multi sensor approach to detection of heartbeat and respiratory rate aided by fuzzy logic," in Proc. International Conference on Fuzzy Systems, pp. 1–6, 2010. DOI

[138] Y. Nakajima, S. Kobashi, Y. Tsumori, N. Shibanuma, F. Imamura, K. Kuramoto, S. Imawaki, S. Yoshiya, Y. Hata, "A priori knowledge based particle filter for estimating 3-D pose position of implanted knee," in Proc. International Conference on Fuzzy Systems, pp. 1–7, 2010. DOI

[137] T. Takeda, K. Taniguchi, K. Asari, K. Kuramoto, S. Kobashi, Y. Hata, "Biometric personal authentication by one step foot pressure distribution change by fuzzy artificial immune system," in Proc. International Conference on Fuzzy Systems, pp. 1–6, 2010. DOI

[136] K. Yamaguchi, Y. Fujimoto, S. Kobashi, Y. Wakata, R. Ishikura, K. Kuramoto, S. Imawaki, S. Hirota, Y. Hata, "Automated Fuzzy Logic Based Skull Stripping in Neonatal and Infantile MR Images," in Proc. 2010 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2010), 2010. DOI

[135] Y. Nakajima, S. Kobashi, Y. Tsumori, N. Shibanuma, F. Imamura, K. Kuramoto, S. Imawaki, S. Yoshiya, Y. Hata, "Particle filter based knee kinematics analysis with 2-D/3-D image registration," in Proc. 2010 World Automation Congress, WAC 2010, 2010. researchmap

[134] T. Takeda, K. Taniguchi, K. Asari, K. Kuramoto, S. Kobashi, Y. Hata, "Biometric personal identification by dinamics of sole pressure at walking," in Proc. 2010 World Automation Congress, WAC 2010, 2010. researchmap

[133] S. Kobashi, T. Hozumi, S. Kan, T. Koike, K. Kuramoto, S. Imawaki, S. Miyauchi, Y. Hata, "Absolute eye gaze tracking system with MR images," in Proc. SCIS and ISIS 2010 - Joint 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems, pp. 1612–1616, 2010. researchmap

[132] S. Kobashi, A. Tomaru, Y. Tsumori, S. Yoshiya, K. Kuramoto, S. Imawaki, Y. Hata, "Wavelet transform based quantification of pivot-shift testing using inertial and magnetic composite MEMS sensor," in Proc. Proceedings - 3rd International Conference on Emerging Trends in Engineering and Technology, ICETET 2010, pp. 450–455, 2010. DOI

[131] A. Tomaru, S. Kobashi, Y. Tsumori, S. Yoshiya, K. Kuramoto, S. Imawaki, Y. Hata, "Unconstraint knee joint dynamics estimation system using inertial and magnetic composite MEMS sensor," in Proc. Proceedings - 3rd International Conference on Emerging Trends in Engineering and Technology, ICETET 2010, pp. 440–445, 2010. DOI

[130] N. Kawakami, S. Kobashi, K. Kuramoto, Y. T. Kitamura, K. Kagitani-Shimono, S. Imawaki, M. Taniike, Y. Hata, "A study on image features using intensity profile for cortical dysplasia degree estimation," in Proc. 2010 World Automation Congress, WAC 2010, 2010. researchmap

[129] K. Yamaguchi, S. Kobashi, K. Kuramoto, Y. T. Kitamura, S. Imawaki, Y. Hata, "Statistical quantification of brain shape deformation with homologous brain shape modeling," in Proc. 2010 World Automation Congress, WAC 2010, 2010. researchmap

[128] S. Fujimoto, S. Kobashi, T. Y. Nishiyama, N. Kanzaki, T. Fujishiro, N. Shibanuma, K. Kuramoto, M. Kurosaka, Y. Hata, "Determination of lower limb coordinate systems and application to clinical study using MDCT images," in Proc. 2010 World Automation Congress, WAC 2010, 2010. researchmap

[127] A. Tomaru, S. Kobashi, Y. Tsumori, S. Yoshiya, K. Kuramoto, S. Imawaki, Y. Hata, "A 3-DOF knee joint angle measurement system with inertial and magnetic sensors," in Proc. 2010 IEEE International Conference on Systems, Man and Cybernetics, pp. 1261–1266, 2010. DOI

[126] D. Yokomichi, S. Kobashi, Y. Wakata, K. Ando, R. Ishikura, K. Kuramoto, S. Imawaki, S. Hirota, Y. Hata, "Cerebral surface extraction based on particle method in neonatal MR images," in Proc. 2010 IEEE International Conference on Systems, Man and Cybernetics, pp. 1477–1482, 2010. DOI

[125] T. Takeda, H. Ye, K. Taniguchi, K. Asari, Y. Sakai, K. Kuramoto, S. Kobashi, Y. Hata, "Foot age estimation by gait sole pressure changes," in Proc. 2010 IEEE International Conference on Systems, Man and Cybernetics, pp. 1204–1208, 2010. DOI

[124] M. Nakamura, Y. T. Kitamura, T. Yanagida, S. Kobashi, K. Kuramoto, Y. Hata, "Free placement trans-skull Doppler system with 1.0MHz array ultrasonic probe," in Proc. 2010 IEEE International Conference on Systems, Man and Cybernetics, pp. 1370–1374, 2010. DOI

[123] K. Ho, K. Taniguchi, K. Asari, K. Kuramoto, S. Kobashi, Y. Hata, "Automated detection of people distribution by a 3D camera," in Proc. 2010 World Automation Congress, WAC 2010, 2010. researchmap

[122] A. Hashioka, S. Kobashi, K. Kuramoto, Y. Wakata, K. Ando, R. Ishikura, S. Imawaki, S. Hirota, Y. Hata, "On a voxel based morphometry analysis in neonatal brain MR images," in Proc. SCIS and ISIS 2010 - Joint 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems, pp. 1393–1398, 2010. researchmap

[121] Y. Tsumori, S. Yoshiya, M. Yagi, N. Shibanuma, A. Tomaru, S. Kobashi, K. Kondo, Y. Hata, "Pivot shift evaluation in the knee joint using inertial and magnetic sensors," in Proc. 2010 World Automation Congress, WAC 2010, 2010. researchmap

[120] S. Kobashi, D. Yokomichi, K. Kuramoto, S. Imawaki, Y. Hata, "Particle method based sub-voxel cerebral contour extraction in neonatal MR images," in Proc. 4th International Symposium on Computational Intelligence and Industrial Applications, ISCIIA 2010, pp. 47–53, 2010. researchmap

2009

[119] G. Hiramatsu, Y. Ikeda, S. Kobashi, Y. Hata, S. Imawaki, J. Y. Kitamura, T. Yanagida, "Trans-skull imaging system by ultrasonic array probe," in Proc. 2009 IEEE International Conference on Systems, Man and Cybernetics, pp. 1096–1101, 2009. DOI

[118] K. Yamamoto, S. Kobashi, Y. Hata, N. Tsuchiya, H. Nakajima, "Real time autonomic nervous system display with air cushion sensor while seated," in Proc. 2009 IEEE International Conference on Systems, Man and Cybernetics, pp. 1090–1095, 2009. DOI

[117] Y. Hata, S. Kobashi, H. Yamaguchi, O. Ishikawa, N. Tsuchiya, H. Nakajima, "Human Health Monitoring System of Systems by Non-Contacted Senors," in Proc. 2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEM OF SYSTEMS ENGINEERING SOSE 2009, 2009. researchmap

[116] Y. Nakajima, S. Kobashi, Y. Tsumori, N. Shimanuma, S. Imawaki, S. Yoshiya, Y. Hata, "2-D/3-D Image Registration of Implanted Knee DR Images with Kalman Filter," in Proc. 2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9, 2009. DOI

[115] T. Takeda, K. Taniguchi, K. Asari, K. Kuramoto, S. Kobashi, Y. Hata, "Biometric Personal Authentication by One Step Foot Pressure Distribution Change by Load Distribution Sensor," in Proc. 2009 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, pp. 906–910, 2009. DOI

[114] S. Kobashi, T. Oshiba, K. Ando, R. Ishikura, S. Imawaki, S. Hirota, Y. Hata, "Fuzzy Thick Rubber Model for Cerebral Surface Extraction in Neonatal Brain MR Images," in Proc. 2009 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, pp. 927–932, 2009. DOI

[113] K. Ho, N. Tsuchiya, H. Nakajima, K. Kuramoto, S. Kobashi, Y. Hata, "Fuzzy Logic Approach to Respiration Detection by Air Pressure Sensor," in Proc. 2009 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 2009. DOI

[112] K. Yamaguchi, S. Kobashi, I. Mohri, S. Imawaki, M. Taniike, Y. Hata, "Brain Shape Homologous Modeling Using Sulcal-Distribution Index in MR Images," in Proc. 2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9, 2009. DOI

[111] S. Kobashi, Y. Fujimoto, M. Ogawa, K. Ando, R. Ishikura, S. Imawaki, S. Hirota, Y. Hata, "Fuzzy Logic Assisted Quantification of Gyral Deformation Index Using Magnetic Resonance Images for the Infantile Brain," in Proc. ISMVL: 2009 39TH IEEE INTERNATIONAL SYMPOSIUM ON MULTIPLE-VALUED LOGIC, pp. 24–29, 2009. researchmap

[110] H. Ye, S. Kobashi, Y. Hata, K. Taniguchi, K. Asari, "Biometric System by Foot Pressure Change Based on Neural Network," in Proc. ISMVL: 2009 39TH IEEE INTERNATIONAL SYMPOSIUM ON MULTIPLE-VALUED LOGIC, pp. 18–23, 2009. researchmap

[109] H. Uchida, H. Yamaguchi, S. Kobashi, Y. Hata, N. Tsuchiya, H. Nakajima, "Fuzzy Estimation System of Dementia Severity Using Biological Information During Sleep," in Proc. 2009 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 2009. DOI

[108] S. Kobashi, K. Kawano, Y. Tsumori, S. Yoshiya, Y. Hata, "Wearable joint kinematic monitoring system using inertial and magnetic sensors," in Proc. 2009 IEEE Workshop on Robotic Intelligence in Informationally Structured Space, pp. 25–29, 2009. DOI

[107] Y. Hata, S. Kobashi, K. Taniguchi, H. Nakajima, "Human health monitoring system of systems with fuzzy logic by sensor network," in Proc. 2009 IEEE Workshop on Robotic Intelligence in Informationally Structured Space, pp. 1–6, 2009. DOI

[106] S. Kobashi, Y. Tsumori, S. Imawaki, S. Yoshiya, Y. Hata, "Wearable Knee Kinematics Monitoring System of MARG Sensor and Pressure Sensor Systems," in Proc. 2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEM OF SYSTEMS ENGINEERING SOSE 2009, pp. 39–44, 2009. researchmap

2008

[105] Y. Mizuno-Matsumoto, S. Kobashi, Y. Hata, O. Ishikawa, F. Asano, "Functional MRI Changes Affected by Horticultural Therapy for Cerebrovascular Disorders.," in Proc. 2008 WORLD AUTOMATION CONGRESS PROCEEDINGS, VOLS 1-3, 2008. researchmap

[104] M. Fukuoka, S. Kobashi, T. Nishiyama, N. Shibanuma, T. Fujishiro, S. Imawaki, M. Kurosaka, Y. Hata, "Kinematics Analysis in Total Hip Arthroplasty using Multi-modal Image Registration Technique," in Proc. 2008 WORLD AUTOMATION CONGRESS PROCEEDINGS, VOLS 1-3, 2008. researchmap

[103] Y. Hata, S. Yamaguchi, S. Kobashi, K. Oe, "Fuzzy Ultrasonic System for Identifying Cellular Quantity of Artificial Culture Bone," in Proc. 2008 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), VOLS 1-6, 2008. DOI

[102] Y. Fujimoto, S. Kobashi, M. Ogawa, K. Ando, R. Ishikura, S. Imawaki, S. Hirota, Y. Hata, "Fuzzy rule-based Interactive Gyrus Labeling for the Infantile Brain in Magnetic Resonance Images," in Proc. 2008 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE WORKSHOPS, PROCEEDINGS, pp. 115–116, 2008. DOI

[101] Y. Hata, S. Kobashi, S. Imawaki, "A fuzzy ultrasonic thickness and wave speed determination system by triangle probe," in Proc. 5th International Conference on Information Technology and Applications, ICITA 2008, pp. 175–179, 2008. researchmap

[100] Y. Hata, H. Yamaguchi, S. Kobashi, K. Taniguchi, H. Nakajima, "A human health monitoring system of systems in bed," in Proc. 2008 IEEE International Conference on System of Systems Engineering, pp. 1–6, 2008. DOI

[99] S. Kobashi, S. Nishiwaki, N. Shibanuma, S. Imawaki, M. Kurosaki, Y. Hata, "Fuzzy visual hull algorithm for 3-D pose/position estimation of TKA implants without 3-D CAD model," in Proc. 5th International Conference on Information Technology and Applications, ICITA 2008, pp. 39–44, 2008. researchmap

[98] K. Yamamoto, S. Kobashi, Y. Hata, N. Tsuchiya, H. Nakajima, "Fuzzy heart rate variability detection by air pressure sensor for evaluating autonomic nervous system," in Proc. 2008 IEEE International Conference on Systems, Man and Cybernetics, pp. 3067–3071, 2008. DOI

[97] T. Oshiba, S. Kobashi, M. Ogawa, K. Ando, R. Ishikura, S. Hirota, S. Imawaki, Y. Hata, "FUZZY CONTROL BASED THICK RUBBER MODEL FOR EXTRACTING CEREBRAL SURFACE FROM NEONATAL MR IMAGES," in Proc. 2008 WORLD AUTOMATION CONGRESS PROCEEDINGS, VOLS 1-3, 2008. researchmap

[96] G. Hiramatsu, S. Kobashi, Y. Hata, S. Imawaki, "Ultrasonic large intestine thickness determination system for low anterior resection," in Proc. 2008 IEEE International Conference on Systems, Man and Cybernetics, pp. 3072–3076, 2008. DOI

[95] K. Kawano, S. Kobashi, Y. Tsumori, N. Shibanuma, S. Imawaki, M. Yagi, S. Yoshiya, Y. Hata, "EVALUATION OF PIVOT SHIFT IN THE ANTERIOR CRUCIATE LIGAMENT-INJURED KNEE USING INERTIAL AND MAGNETIC SENSORS," in Proc. 2008 WORLD AUTOMATION CONGRESS PROCEEDINGS, VOLS 1-3, 2008. researchmap

[94] H. Yamaguchi, M. Kurono, K. Taniguchi, S. Matsuo, S. Kobashi, Y. Hata, "A FUZZY PROCESSING FOR RESPIRATORY RATE MONITORING SYSTEM BY OPTICAL FIBER SENSOR," in Proc. 2008 WORLD AUTOMATION CONGRESS PROCEEDINGS, VOLS 1-3, 2008. researchmap

[93] T. Yamakawa, K. Taniguchi, K. Asari, S. Kobashi, Y. Hata, "BIOMETRIC PERSONAL IDENTIFICATION BASED ON GAIT PATTERN USING BOTH FEET PRESSURE CHANGE," in Proc. 2008 WORLD AUTOMATION CONGRESS PROCEEDINGS, VOLS 1-3, 2008. DOI

2007

[92] T. Oshiba, S. Kobashi, K. Ando, R. Ishikura, K. Kondo, Y. Hata, "Cerebral surface extraction from neonatal MR images using cerebral surface model," in Proc. 2007 IEEE INTERNATIONAL CONFERENCE ON SYSTEM OF SYSTEMS ENGINEERING, VOLS 1 AND 2, 2007. researchmap

[91] K. Kawano, S. Kobashi, M. Yagi, K. Kondo, S. Yoshiya, Y. Hata, "Analyzing 3D knee kinematics using accelerometers, gyroscopes and magnetometers," in Proc. 2007 IEEE INTERNATIONAL CONFERENCE ON SYSTEM OF SYSTEMS ENGINEERING, VOLS 1 AND 2, 2007. researchmap

[90] S. Yamaguchi, K. Nagamune, K. Oe, S. Kobashi, K. Kondo, Y. Hata, "A fuzzy estimation system for cellular quantity of artificial culture bone," in Proc. 2007 IEEE/ICME INTERNATIONAL CONFERENCE ON COMPLEX MEDICAL ENGINEERING, VOLS 1-4, pp. 426–429, 2007. DOI

[89] D. Kubo, S. Kobashi, A. Okayama, N. Shibanuma, M. Yagi, K. Kondo, S. Yoshiya, Y. Hata, "Analyze 3-D knee kinematics after anterior cruciate ligament reconstruction using MDCT and digital radiography," in Proc. 2007 IEEE/ICME INTERNATIONAL CONFERENCE ON COMPLEX MEDICAL ENGINEERING, VOLS 1-4, pp. 436–441, 2007. DOI

[88] Y. Yahata, S. Kobashi, S. Kan, M. Misaki, K. Kondo, S. Miyauchi, Y. Hata, "Training artificial neural network using MR images for visual axes estimation during sleep," in Proc. 2007 IEEE/ICME INTERNATIONAL CONFERENCE ON COMPLEX MEDICAL ENGINEERING, VOLS 1-4, pp. 442–447, 2007. DOI

[87] M. Kimura, S. Kobashi, K. Kondo, Y. Hata, Y. T. Kitamura, T. Yanagida, "Fuzzy ultrasonic Imaging system for visualizing brain surface under skull considering ultrasonic refraction," in Proc. 2007 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-8, 2007. researchmap

[86] Y. Ikeda, S. Kobashi, K. Kondo, Y. Hata, "Fuzzy ultrasonic array system for locating screw holes of intramedullary nail," in Proc. 2007 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-8, pp. 2929–2933, 2007. DOI

[85] T. Yamakawa, K. Taniguchi, T. Momen, S. Kobashi, K. Kondo, Y. Hata, "Biometric personal identification using sole information," in Proc. 2007 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-8, 2007. researchmap

[84] Y. Yahata, S. Kobashi, S. Kan, M. Misaki, K. Kondo, S. Miyauchi, Y. Hata, "Estimation of visual axis during sleep by analyzing infrared video using artificial neural network," in Proc. 2007 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-8, 2007. researchmap

[83] S. Kobashi, N. Shibanuma, K. Kondo, M. Kurosaka, Y. Hata, "Robust estimation of knee kinematics after total knee arthroplasty with evolutional computing approach," in Proc. 2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7, 2007. researchmap

[82] D. Kubo, S. Kobashi, A. Okayama, N. Shibanuma, M. Yagi, K. Kondo, S. Yoshiya, Y. Hata, "Fuzzy ROI Based 2-D/3-D Registration for Kinetic Analysis after Anterior Cruciate Ligament Reconstruction," in Proc. NAFIPS 2007 - 2007 Annual Meeting of the North American Fuzzy Information Processing Society, pp. 266–270, 2007. DOI

[81] S. Kobashi, Y. Fujimoto, M. Ogawa, K. Ando, R. Ishikura, K. Kondo, S. Hirota, Y. Hata, "Fuzzy-ASM Based Automated Skull Stripping Method from Infantile Brain MR Images," in Proc. 2007 IEEE International Conference on Granular Computing (GRC 2007), pp. 632–632, 2007. DOI

[80] S. Yamaguchi, K. Nagamune, K. Oe, S. Kobashi, K. Kondo, Y. Hata, "Fuzzy logic approach to identification of cellular quantity by ultrasonic system," in Proc. GRC: 2007 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING, PROCEEDINGS, 2007. DOI

[79] Y. Hata, K. Kondo, S. Kobashi, "Fine granule evaluation model from coarse granule in medical ultrasonic system," in Proc. GRC: 2007 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING, PROCEEDINGS, pp. 617–621, 2007. DOI

[78] S. Kobashi, S. Sueyoshi, K. Kondo, Y. Hata, "Automated Gyrus Labeling Using Knowledge-based Fuzzy Inference Systems," in Proc. 2007 IEEE International Conference on System of Systems Engineering, pp. 1–6, 2007. DOI

[77] H. Yamaguchi, H. Nakajima, K. Taniguchi, S. Kobashi, K. Kondo, Y. Hata, "Fuzzy Detection System of Behavior before Getting Out of Bed by Air Pressure and Ultrasonic Sensors," in Proc. 2007 IEEE International Conference on Granular Computing (GRC 2007), pp. 114–114, 2007. DOI

[76] Y. Kamozaki, T. Sawayama, K. Taniguchi, S. Kobashi, K. Kondo, Y. Hata, "Fuzzy extraction system of heart pulse using an ultrasonic oscillosensor," in Proc. 2006 World Automation Congress, WAC'06, 2007. DOI

[75] Y. Yanaglda, S. Kobashi, K. Kondo, Y. Hata, "Non-rigid registration of multidetector CT images for pulmonarytissue elasticity imaging," in Proc. 2006 World Automation Congress, WAC'06, 2007. DOI

2006

[74] K. Kondo, A. Yamachika, S. Kobashi, Y. Hata, "3D Shape Acquisition and Arbitrary View Image Generation from Monocular Image Based on Primitive Decomposition," in Proc. APCCAS 2006 - 2006 IEEE Asia Pacific Conference on Circuits and Systems, pp. 73–76, 2006. DOI

[73] S. Kobashi, N. Shibanuma, K. Kondo, M. Kurosaka, Y. Hata, "Deformation Analysis of in-vivo Implant for Total Hip Arthroplasty Using Multidetector-row CT Images," in Proc. NAFIPS 2006 - 2006 Annual Meeting of the North American Fuzzy Information Processing Society, pp. 570–575, 2006. DOI

[72] S. Sueyoshi, K. Murata, S. Kobashi, K. Ando, R. Ishikura, K. Kondo, N. Nakao, Y. Hata, "Cortex Classification of the Infantile Brain in MRI Images Using Fuzzy Logic," in Proc. 2006 IEEE International Conference on Systems, Man and Cybernetics, pp. 1536–1540, 2006. DOI

[71] S. Kobashi, Y. T. Kitamura, K. Kondo, T. Yanagida, Y. Hata, "Wavelet Transform Based Accurate Estimation of Hemodynamic Response Function in functional MR images," in Proc. 2006 IEEE International Conference on Systems, Man and Cybernetics, pp. 1793–1798, 2006. DOI

[70] Y. Hata, M. Endo, K. Iseri, S. Kobashi, K. Kondo, "Fuzzy Ultrasonic System Design in Medicine," in Proc. 2006 IEEE International Conference on Systems, Man and Cybernetics, pp. 1764–1769, 2006. DOI

[69] J. Yasui, S. Kobashi, K. Kondo, Y. Hata, "Fuzzy Ultrasonic Testing System with Columnar Rod," in Proc. 2006 International Symposium on Intelligent Signal Processing and Communications, pp. 903–906, 2006. DOI

[68] Y. Kamozaki, T. Sawayama, K. Taniguchi, S. Kobashi, K. Kondo, Y. Hata, "Fuzzy Extraction System for Heart Pulse by Air Pressure Sensor," in Proc. 2006 International Symposium on Intelligent Signal Processing and Communications, pp. 919–922, 2006. DOI

[67] T. Adachi, K. Kondo, S. Kobashi, Y. Hata, "Identification of a scene by estimating the position and pose of a moving camera," in Proc. 2006 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATIONS, VOLS 1 AND 2, 2006. DOI

[66] T. Adachi, K. Kondo, S. Kobashi, Y. Hata, "Self-location estimation of a moving camera using the map of feature points and edges of environment," in Proc. 2006 World Automation Congress, WAC'06, 2006. DOI

[65] J. Yasui, S. Kobashi, K. Kondo, Y. Hata, "Fuzzy evaluation system of velocity and thickness by multi-direction ultrasonic probe," in Proc. 2006 World Automation Congress, WAC'06, 2006. DOI

[64] S. Yogo, S. Kobashi, K. Kondo, Y. Hata, "Estimation ofrotator cuff by fuzzy inference using MRI images," in Proc. 2006 World Automation Congress, WAC'06, 2006. DOI

[63] S. Sueyoshi, S. Kobashi, K. Kondo, Y. Hata, "Automated gyral tdentification using interpolated sulcal curves," in Proc. 2006 World Automation Congress, WAC'06, 2006. DOI

[62] S. Yogo, S. Kobashi, K. Kondo, Y. Hata, "3-D visualization of rotator cuff by combining T1* and T2* MR images," in Proc. 2006 World Automation Congress, WAC'06, 2006. DOI

[61] S. Kobashi, M. Matsui, N. Inoue, K. Kondo, T. Sawada, Y. Hata, "Adaptive brain tissue classification with fuzzy spatial modeling in 3T IR-FSPGR MR images," in Proc. 2006 World Automation Congress, WAC'06, 2006. DOI

2005

[60] A. Yamachika, K. Kondo, S. Kobashi, Y. Hata, "Arbitrary view image generation for indoor surveillance using a camera based on 3D simple shape approximation," in Proc. INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOL 1-4, PROCEEDINGS, pp. 1937–1942, 2005. researchmap

[59] N. Shibanuma, S. Kobashi, C. Maeda, Y. Hata, M. Kurosaka, "Distortion detection of a support implant for artificial hip joint using multiscale matching algorithm," in Proc. INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOL 1-4, PROCEEDINGS, pp. 1943–1948, 2005. researchmap

[58] M. Endo, S. Kobashi, K. Kondo, Y. Hata, "Dentistry support ultrasonic system for root canal treatment aided by fuzzy logic," in Proc. INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOL 1-4, PROCEEDINGS, pp. 1494–1499, 2005. researchmap

[57] K. Iseri, S. Kobashi, K. Kondo, K. Yamato, Y. Hata, "A fuzzy logic approach for estimating roughness by 1MHz ultrasonic system," in Proc. INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOL 1-4, PROCEEDINGS, pp. 1500–1505, 2005. researchmap

[56] A. Takio, K. Kondo, S. Kobashi, Y. Hata, "Pin insertion system using surface-markers for uniform motion region," in Proc. INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOL 1-4, PROCEEDINGS, pp. 1931–1936, 2005. researchmap

[55] Y. Kamozaki, S. Kobashi, K. Kondo, Y. Hata, T. Sawayama, K. Taniguchi, "A new ultrasonic oscillosensor and its application to extraction of sleep state," in Proc. 2005 IEEE Ultrasonics Symposium, Vols 1-4, pp. 1793–1796, 2005. DOI

[54] K. Kondo, S. Kobashi, Y. Hata, "A real-time analysis of 3D scene from monocular images by observing known background," in Proc. ISPACS 2005: PROCEEDINGS OF THE 2005 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATION SYSTEMS, pp. 5–8, 2005. researchmap

[53] Y. Hata, O. Ishikawa, K. Kondo, S. Kobashi, "Design of automated medical diagnosis system with normal degree," in Proc. NAFIPS 2005 - 2005 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY, pp. 633–637, 2005. DOI

[52] T. Tomosada, S. Kobashi, N. Shibanuma, K. Kondo, M. Yamaguchi, H. Muratsu, Y. Hata, S. Yoshiya, M. Kurosaka, "3-D/4-D registration of artificial knee implants with predicting dynamic knee kinematics," in Proc. Proceedings of the Digital Imaging Computing: Techniques and Applications, DICTA 2005, pp. 71–78, 2005. DOI

[51] Y. Hata, O. Ishikawa, S. Kobashi, K. Kondo, "Combination rule of normal degrees on automated medical diagnosis system (AMDS)," in Proc. COMPUTATIONAL INTELLIGENCE, THEORY AND APPLICATIONS, pp. 339–347, 2005. DOI

[50] S. Imaeda, S. Kobashi, Y. Kitamura, K. Kondo, Y. Hata, T. Yanagida, "Detection of brain activation with no stimulus using wavelet analysis," in Proc. INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOL 1-4, PROCEEDINGS, pp. 1482–1487, 2005. researchmap

2004

[49] S. Imaeda, S. Kobashi, Y. Kitamura, K. Kondo, Y. Hata, T. Yanagida, "Wavelet-based hemodynamic analyzing method in event-related fMRI with statistical processing," in Proc. FRONTIERS IN HUMAN BRAIN TOPOGRAPHY, pp. 138–141, 2004. DOI

[48] M. Endo, S. Kobashi, K. Kondo, Y. Hata, K. Nagamune, N. Shibanuma, "Ultrasonography system of implant in bones for orthopedic surgery," in Proc. Image Processing, Biomedicine, Multimedia, Financial Engineering and Manufacturing, Vol 18, pp. 133–138, 2004. researchmap

[47] K. Kondo, K. Nakao, S. Kobashi, Y. Hata, "Challenge to development of guiding system using an active camera for computer assisted surgery," in Proc. PROCEEDINGS OF THE SECOND IASTED INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING, pp. 529–533, 2004. researchmap

[46] T. Ohkawa, S. Kobashi, K. Nakano, K. Kondo, Y. Hata, H. Date, "A new measuring method for the forced vital capacity of individual lung lobes using multidetector-row CT," in Proc. Image Processing, Biomedicine, Multimedia, Financial Engineering and Manufacturing, Vol 18, pp. 69–74, 2004. researchmap

[45] K. Kondo, S. Kobashi, Y. Hata, "Motion detection using DWT and Kalman filter in mixed domain," in Proc. Image Processing, Biomedicine, Multimedia, Financial Engineering and Manufacturing, Vol 18, pp. 185–189, 2004. researchmap

[44] K. Nakao, K. Kondo, S. Kobashi, Y. Hata, T. Yagi, "3D shape reconstruction using extended Kalman filter with an active camera," in Proc. IEEE INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS AND INFORMATION TECHNOLOGIES 2004 (ISCIT 2004), PROCEEDINGS, VOLS 1 AND 2, pp. 857–860, 2004. researchmap

[43] Y. Hata, O. Ishikawa, S. Kobashi, K. Kondo, T. Nakano, "Automated medical diagnosis system (AMDS) with normal degree based on fuzzy logic," in Proc. PROCEEDINGS OF THE SECOND IASTED INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING, pp. 590–593, 2004. researchmap

[42] A. Takio, K. Kondo, S. Kobashi, Y. Hata, "Real-time position and pose tracking method of moving object using visual servo system," in Proc. 2004 47TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL III, CONFERENCE PROCEEDINGS, pp. 167–170, 2004. researchmap

[41] Y. Hata, S. Kobashi, K. Kondo, "Transcranial ultrasonography system aided by fuzzy model," in Proc. Proceedings World Automation Congress, pp. 109–114, 2004. researchmap

[40] K. Nakao, K. Kondo, S. Kobashi, Y. Hata, T. Yagi, "Iterated model-rased estimation of object pose using Kalman filter with an active camera," in Proc. Proceedings World Automation Congress, pp. 139–144, 2004. researchmap

[39] A. Yamachika, K. Kondo, S. Kobashi, Y. Hata, "Arbitrary viewpoint image generation method of unknown objects in known environment using a single camera," in Proc. 2004 47TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL I, CONFERENCE PROCEEDINGS, pp. 321–324, 2004. researchmap

[38] S. Imaeda, S. Kobashi, Y. T. Kitamura, K. Kondo, Y. Hata, T. Yariagida, "Analysis of ER-fMRI time series with modified mother wavelet," in Proc. IEEE International Symposium on Communications and Information Technology, 2004. ISCIT 2004., pp. 849–852, 2004. DOI

2003

[37] S. Kobashi, K. Kondo, Y. Hata, "Fuzzy representative line tracking algorithm for enhancing 3-D MR cholangiography images," in Proc. IEEE EMBS Asian-Pacific Conference on Biomedical Engineering, 2003., pp. 134–135, 2003. DOI

[36] S. Kobashi, K. Kondo, Y. Hata, "Automated finding of the Willis ring in MR angiography images using fuzzy knowledge base," in Proc. 33rd International Symposium on Multiple-Valued Logic, 2003. Proceedings., pp. 83–88, 2003. DOI

[35] K. Nagarnune, S. Kobashi, K. Kondo, Y. Hata, "An ultrasonic evaluation for degradation of insulating oil using fuzzy inference," in Proc. IEEE Symposium on Ultrasonics, 2003, pp. 1115–1118, 2003. DOI

[34] T. Ohkawa, S. Kobashi, K. Kondo, Y. Hata, T. Nakano, "Tubular tissue-based segmentation of lung lobes from chest MDCT images," in Proc. IEEE EMBS APBME 2003, pp. 126–127, 2003. researchmap

[33] K. Nakao, K. Kondo, S. Kobashi, Y. Hata, "Object position/pose estimation using CAD models for navigation of manipulator with a single CCD camera," in Proc. Proceedings 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation. Computational Intelligence in Robotics and Automation for the New Millennium (Cat. No.03EX694), pp. 1433–1438, 2003. DOI

[32] Y. Hata, O. Ishikawa, S. Kobashi, K. Kondo, "Degree of normality based on fuzzy logic for a diagnostic analysis of signs observed in a human body," in Proc. Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS, pp. 155–160, 2003. DOI

2002

[31] M. Shibata, S. Kobashi, K. Kondo, Y. Hata, S. Imawaki, M. Ishikawa, "Representative line detection algorithm with fuzzy inference and its application to segmentation of CT knee images," in Proc. ICONIP'02: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING, pp. 2284–2288, 2002. DOI

[30] C. Yasuba, S. Kobashi, K. Kondo, Y. Hata, S. Imawaki, M. Ishikawa, "Fuzzy inference based augmented reality in MR cholangiopancreatography images," in Proc. Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02., pp. 796–800, 2002. DOI

[29] K. Nagamune, K. Taniguchi, S. Kobashi, K. Kondo, Y. Hata, "Comparison between Ultrasonic and Pulse-Radar Non-Destructive Testing Systems," in Proc. Proceedings of the First International Conference on Information Technology and Applications (ICITA 2002), pp. 535–540, 2002. researchmap

[28] K. Nagamune, S. Kobashi, Y. Hata, K. Taniguchi, "Automated design of fuzzy non-destructive testing system by a genetic algorithms," in Proc. MULTIMEDIA, IMAGE PROCESSING AND SOFT COMPUTING: TRENDS, PRINCIPLES AND APPLICATIONS, pp. 159–164, 2002. researchmap

[27] Y. Hata, T. Shimizu, S. Kobashi, K. Kondo, Y. T. Kitamura, T. Yanagida, "A Fuzzy Logic Approach to Transcranial Sonography System with Placement Free," in Proc. Proceedings of the First International Conference on Information Technology and Applications (ICITA 2002), pp. 525–528, 2002. researchmap

[26] K. Kondo, S. Kobashi, Y. Hata, A. Goto, H. Morinaga, "Extraction of Laminae from Lacustrine Varved Diatomite and its Spectral Analysis," in Proc. Proceedings of the First International Conference on Information Technology and Applications (ICITA 2002), pp. 541–544, 2002. researchmap

[25] S. Kobashi, T. Matsumoto, Y. Hata, Y. Kitamuma, T. Yanagida, "Fuzzy laterality index for examining the language dominance using near-infrared spectroscopy," in Proc. MULTIMEDIA, IMAGE PROCESSING AND SOFT COMPUTING: TRENDS, PRINCIPLES AND APPLICATIONS, pp. 287–292, 2002. researchmap

[24] K. Sugano, K. Kondo, S. Kobashi, Y. Hata, T. Sawayama, K. Taniguchi, "A New Ultrasonic Oscillosensor and Its Application to Recognition of Human Action," in Proc. Proceedings of the First International Conference on Information Technology and Applications (ICITA 2002), pp. 529–534, 2002. researchmap

[23] S. Kobashi, Y. Hata, M. Matsui, H. Kitagaki, E. Mori, T. Kanagawa, "Automated volumetry of lateral entricles in 3-D SPGR MR images using physicians' knowledge represented by fuzzy logic," in Proc. CARS 2002: COMPUTER ASSISTED RADIOLOGY AND SURGERY, PROCEEDINGS, pp. 1028–1028, 2002. researchmap

2001

[22] S. Kobashi, T. Takae, Y. T. Kitamura, Y. Hata, T. Yanagida, "Fuzzy medical image processing for segmenting the lateral ventricles from MR images," in Proc. Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205), pp. 1095–1098, 2001. DOI

[21] T. Zui, S. Kobashi, Y. T. Kitamura, Y. Hata, T. Yanagida, "Data-driven analysis of hemodynamic response delay in event-related fMRI using wavelet transform," in Proc. Proceedings IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA 2001), pp. 113–120, 2001. DOI

[20] M. Terao, S. Kobashi, Y. Hata, M. Tanaka, Y. Tokimoto, O. Ishikawa, M. Ishikawa, "Automated extraction of the endorrhachis from MR lumbar images by fuzzy inference techniques," in Proc. Proceedings Joint 9th IFSA World Congress and 20th NAFIPS International Conference (Cat. No. 01TH8569), pp. 1620–1625, 2001. DOI

[19] S. Kobashi, T. Takae, Y. Hata, Y. T. Kitamura, T. Yanagida, O. Ishikawa, M. Ishikawa, "Automated segmentation of the cerebrospinal fluid and the lateral ventricles from human brain MR images," in Proc. Proceedings Joint 9th IFSA World Congress and 20th NAFIPS International Conference (Cat. No. 01TH8569), pp. 1961–1966, 2001. DOI

[18] S. Kobashi, Y. Hata, Y. Kitamura, T. Hayakata, T. Yanagida, "Brain state recognition using fuzzy c-means (FCM) clustering with near infrared spectroscopy (NIRS)," in Proc. COMPUTATIONAL INTELLIGENCE: THEORY AND APPLICATIONS, PROCEEDINGS, pp. 124–136, 2001. researchmap

[17] Y. Hata, S. Kobashi, Y. Tokimoto, M. Ishikawa, H. Ishikawa, "Computer aided diagnosis system of meniscal tears with T1 and T2 weighted MR images based on fuzzy inference," in Proc. COMPUTATIONAL INTELLIGENCE: THEORY AND APPLICATIONS, PROCEEDINGS, pp. 55–58, 2001. researchmap

[16] K. Sugano, K. Nagamune, S. Kobashi, Y. Hata, T. Sawayama, K. Taniguchi, "Am automated tissue discrimination based on fuzzy analysis of ultrasonic wave," in Proc. KNOWLEDGE-BASED INTELLIGENT INFORMATION ENGINEERING SYSTEMS & ALLIED TECHNOLOGIES, PTS 1 AND 2, pp. 431–435, 2001. researchmap

[15] M. Shibata, S. Kobashi, Y. Hata, Y. Tokimoto, M. Ishikawa, "Fuzzy rule based segmentation of CT knee images," in Proc. KNOWLEDGE-BASED INTELLIGENT INFORMATION ENGINEERING SYSTEMS & ALLIED TECHNOLOGIES, PTS 1 AND 2, pp. 441–445, 2001. researchmap

[14] C. Yasuba, S. Kobashi, Y. Hata, Y. Tokimoto, M. Ishikawa, "3-D visualization of the cholecyst and the bile duct using fuzzy clustering," in Proc. KNOWLEDGE-BASED INTELLIGENT INFORMATION ENGINEERING SYSTEMS & ALLIED TECHNOLOGIES, PTS 1 AND 2, pp. 446–450, 2001. researchmap

[13] T. Matsuura, S. Kobashi, Y. Hata, "A medical image segmentation method using K-means clustering and rough sets," in Proc. KNOWLEDGE-BASED INTELLIGENT INFORMATION ENGINEERING SYSTEMS & ALLIED TECHNOLOGIES, PTS 1 AND 2, pp. 436–440, 2001. researchmap

2000

[12] S. Kobashi, Y. Hata, Y. Tokimoto, M. Ishikawa, "<title>Fuzzy rule-based image segmentation in dynamic MR images of the liver</title>," in Proc. SPIE Proceedings, pp. 888–895, 2000. DOI

[11] Y. Hata, S. Kobashi, N. Kamiura, Y. Kitamuta, T. Yanagida, "On an architecture of medical image registration system based on multiple-valued logic," in Proc. Proceedings 30th IEEE International Symposium on Multiple-Valued Logic (ISMVL 2000), pp. 273–278, 2000. DOI

[10] S. Kobashi, Y. Hata, Y. T. Kitamura, T. Yanagida, "3-D Visualization of the Structure of Cerebral Blood Vessels Using Fuzzy Image Processing.," in Proc. Proceedings of 4th Asian Fuzzy Systems Symposium, 2000. researchmap

1999

[9] Y. Hata, S. Kobashi, S. Hirano, M. Ishikawa, "Registration of multi-modality medical images by soft computing approach," in Proc. ICONIP'99. ANZIIS'99 & ANNES'99 & ACNN'99. 6th International Conference on Neural Information Processing. Proceedings (Cat. No.99EX378), pp. 878–883, 1999. DOI

[8] S. Kobashi, Y. Hata, Y. Tokimoto, M. Ishikawa, "Automatic segmentation of blood vessels from MR angiography volume data by using fuzzy logic technique," in Proc. MEDICAL IMAGING 1999: IMAGE PROCESSING, PTS 1 AND 2, pp. 968–976, 1999. researchmap

1998

[7] Y. Hata, S. Kobashi, S. Hirano, "Medical image segmentation by fuzzy logic techniques," in Proc. Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, pp. 4098–4102, 1998. researchmap

[6] Y. Hata, S. Kobashi, S. Hirano, "Medical image segmentation by fuzzy logic techniques," in Proc. 1998 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5, pp. 4098–4103, 1998. researchmap

[5] E. Mori, M. Yasuda, H. Kitagawa, S. Kobashi, Y. Hata, "Automated brain MRI volumetry demonstrated a genetic correlate of brain atrophy in Alzheimer's disease," in Proc. CAR '98 - COMPUTER ASSISTED RADIOLOGY AND SURGERY, pp. 82–87, 1998. researchmap

[4] H. Kitagaki, E. Mori, K. Ishii, S. Kobashi, Y. Hata, "Utility of automated hemispheric surface display of MRI in diagnosing for cortical atrophy," in Proc. CAR '98 - COMPUTER ASSISTED RADIOLOGY AND SURGERY, pp. 76–81, 1998. researchmap

1997

[3] S. Kobashi, N. Kamiura, Y. Hata, M. Ishikawa, "Automatic robust threshold finding aided by fuzzy information granulation," in Proc. Proceedings of International Conference on Image Processing, pp. 711–714, 1997. DOI

1996

[2] N. Morinaga, S. Kobashi, N. Kamiura, Y. Hata, K. Yamato, "Decomposition of the brain portions by fuzzy inference techniques," in Proc. SOFT COMPUTING IN INTELLIGENT SYSTEMS AND INFORMATION PROCESSING, pp. 170–175, 1996. researchmap

[1] S. Kobashi, N. Kamiura, Y. Hata, K. Yamato, "3D automatic extraction method of the brain regions aided by fuzzy matching techniques," in Proc. SOFT COMPUTING IN INTELLIGENT SYSTEMS AND INFORMATION PROCESSING, pp. 164–169, 1996. researchmap