Syoji Kobashi

Profile Information

Affiliation: University of Hyogo
: National Cerebral and Cardiovascular Center

Degree: 博士(工学)(姫路工業大学)

Researcher number: 00332966
ORCID iD: https://orcid.org/0000-0003-3659-4114
J-GLOBAL ID: 200901031674454407
researchmap Member ID: 6000003807

External link: https://sites.google.com/site/syojikobashij/home

Research Interests

Research Areas

Research History

Apr, 2022 - Present

Director, Advanced Medeical Engineering Research Institute, University of Hyogo
Aug, 2021 - Present

Specially Appointed Director, National Cerebral and Cardiovascular Center
Apr, 2017 - Present

Professor, Graduate School of Engineering, Universtiy of Hyogo
Jan, 2018 - Mar, 2023

Hyogo Prefectural Institute of Technology
Apr, 2018 - Mar, 2022

Director, Advanced Medical Engineering Center, Univerisity of Hyogo
Apr, 2018 - Mar, 2020

University of Hyogo
2010 - Mar, 2019

Guest Associate Professor, Immunology Frontier Research Center, Osaka University
Apr, 2005 - Mar, 2017

of Engineering, Graduate School, University of Hyogo
Aug, 2011 - Aug, 2012

Visiting Professor, University of Pennsylvania
Oct, 2000 - Mar, 2005

Himeji Institute of Technology
Apr, 2000 - Sep, 2000

特別研究員, 情報通信ブレークスルー基礎研究２１柳田プロジェクト, 郵政省通信総合研究所

Education

Apr, 1997 - Mar, 2000

Graduate School of Engineering, Himeji Institute of Technology
Apr, 1995 - Mar, 1997

Himeji Insititute of Technology

Committee Memberships

Apr, 2020 - Present

Editor in chief, International Journal of Biomedical Soft Computing and Human Sciences (IJBSCHS)
Jan, 2020 - Present

Editor, Journal of Advanced Computational Intelligence and Intelligent Informatics
2015 - Present

Member, Fuzzy Systems TC in IEEE Computational Intelligence Society committee
2011 - Present

幹事, 日本知能情報ファジィ学会ブレイン・コンピューティング研究部会
2008 - Present

理事, 多値論理研究会
Apr, 2025 - Mar, 2027

Vice President
Jul, 2024 - Jun, 2026

Board Member, The Japanese Society of Medical Imaging Technology
Jan, 2020 - Dec, 2025

Chair, IEEE SMC Japan Chapter
Apr, 2012 - Nov, 2025

評議員, 日本臨床バイオメカニクス学会
Jun, 2023 - May, 2025

理事, 日本知能情報ファジィ学会
Apr, 2023 - Mar, 2025

英文誌編集委員長, バイオメディカル・ファジィ・システム学会
Apr, 2023 - Mar, 2025

理事, バイオメディカル・ファジィ・システム学会
Jan, 2023 - Dec, 2024

Assosiate Vice President, IEEE Systems, Man, and Cybernetics Society
Apr, 2021 - Jul, 2024

代議員, 日本医用画像工学会
Apr, 2021 - Mar, 2024

代議員, システム制御情報学会
Apr, 2023 - Dec, 2023

Associate Vice Presidents and Associate Secretary, IEEE Systems, Man, anc Cybernetics
Jan, 2022 - Dec, 2023

Chair, IEEE Systems, Man, and Cybernetics (SMC) Japan Chapter
2017 - May, 2023

委員, 日本知能情報ファジィ学会事業委員会
Apr, 2021 - Mar, 2023

支部長, 日本知能情報ファジィ学会関西支部
Apr, 2020 - Mar, 2023

代議員, システム制御情報学会

Awards

Dec, 2025

The Best Paper Award, Revealing the Impact of Shock Wave Intensity on ESWL Outcomes Through Subgroup Analysis by Clinical Factors, Biomedical Fuzzy Systems Assosiation

Soya Kobayashi, Daisuka Fujita, Hironobu Shibutani, Shinsuke Gohara, Syoji Kobashi
Nov, 2025

Recognition Award, The 26th International Symposium on Advanced Intelligent Systems

Syoji Kobashi
Sep, 2025

貢献賞, 日本知能情報ファジィ学会

小橋昌司
Nov, 2024

Distinguished Editor Award, Journal of Advanced Computational Intelligence and Intelligent Informatics

Syoji Kobashi
Dec, 2023

貢献賞, バイオメディカル・ファジィ・システム学会

小橋昌司
Dec, 2023

Best Presentation Award, Interpretability of ESWL Outcome Prediction Model and Feature Selection Using SHAP values, The 24th International Symposium on Advanced Intelligent Systems (ISIS)

Soya Kobayashi, Daisuke Fujita, Syoji Kobashi
Dec, 2023

Best Presentation Award, Deep learning approach for early detection and prediction of chronic lung disease in neonates chest X-ray images, The 24th International Symposium on Advanced Intelligent Systems (ISIS)

Ryunosuke Maeda, Daisuke Fujita, Syoji Kobashi
Dec, 2023

Best Application Award, Comparison of U-Net Backbones on Segmenting Gas and Stool Regions from Abdominal X-Ray Images, The 24th International Symposium on Advanced Intelligent Systems (ISIS)

Naoya Takashima, Daisuke Fujita, Syoji Kobashi
Sep, 2023

貢献賞, 日本知能情報ファジィ学会

小橋昌司
Sep, 2022

多値論理研究会貢献賞, 多値論理研究会
Jan, 2021

工学研究科貢献賞, 兵庫県立大学工学研究科
Dec, 2020

永年表彰, 兵庫県立大学
2019

産業技術賞, システム制御情報学会

小橋昌司
Jun, 2018

工学研究科貢献賞, 兵庫県立大学工学研究科

小橋昌司
2018

Lifetime Achievement, World Automation Congress

Syoji Kobashi
2018

Outstanding Contribution Award, ICIEV&ICIVPR

Syoji Kobashi
2017

Best Presentation Award, ISIS2017

Syoji Kobashi
2017

研究会優秀賞, 人工知能学会

小橋昌司
2015

貢献賞, 日本知能情報ファジィ学会

小橋昌司
2014

Best Paper Award, International Conference on Informatics, Electronics & Vision (ICIEV)

Syoji Kobashi

Papers

448

Risk stratification of asymptomatic carotid plaque: a comparison of symptom onset and treatment eligibility prediction models

Sodai Yokoyama, Takashi Mizobe, Hideo Aihara, Tomokazu Hayashi, Tetsuya Urata, Syoji Kobashi

International Workshop on Advanced Imaging Technology (IWAIT) 2026, 169-169, Feb 27, 2026 Last authorCorresponding author
Clinically Applicable Machine Learning Approach to Predict Intracerebral Hematoma Expansion.

Shogo Watanabe, Nice Ren, Yukihiro Imaoka, Kento Morita, Syoji Kobashi, Nobutaka Mukae, Koichi Arimura, Kunihiro Nishimura, Koji Iihara

Journal of the American Heart Association, 15(1) e042387, Dec 30, 2025 Peer-reviewed
Impact of Brain Injuries on Pediatric Brain Age Estimation from CT Images Using 3D-Convolutional Neural Networks

Naoya Takashima, Saya Ando, Daisuke Fujita, Manabu Nii, Kumiko Ando, Reiichi Ishikura, Syoji Kobashi

Lecture Notes in Networks and Systems, 312-321, Dec 2, 2025 Peer-reviewedLast authorCorresponding author
Novel Cine MRI Feature Extraction Method for Assessing Cesarean Scar Syndrome

Nushrat Afroz Roza, Sayaka Misaki, Syoji Kobashi, Rashedur Rahman, Ayumi Seko, Daisuke Fujita, Yoshiyuki Watanabe

Lecture Notes in Networks and Systems, 123-132, Dec 2, 2025 Peer-reviewedLast authorCorresponding author
Dynamic multi-scale deep learning with mixture of experts for differentiating iNPH and PSP using MRI.

Fubuki Sawa, Daisuke Fujita, Kenichi Shimada, Hideo Aihara, Toshiyuki Uehara, Yutaka Koide, Ryota Kawasaki, Kazunari Ishii, Syoji Kobashi

International journal of computer assisted radiology and surgery, 20(12) 2413-2422, Dec, 2025 Peer-reviewedLast authorCorresponding author
Early prediction of bronchopulmonary dysplasia in preterm infants using chest X-rays through a comparative analysis of 13 CNN models across different post-birth days

Md Anas Ali, Ryunosuke Maeda, Daisuke Fujita, Naoyuki Miyahara, Fumihiko Namba, Syoji Kobashi

Discover Computing, 28(1), Dec, 2025 Peer-reviewedLast authorCorresponding author
Comparative safety of stent retriever designs for intracranial atherosclerotic disease related large vessel occlusion using agarose models.

Yukihiro Imaoka, Katsuhiro Mikami, Ai Fuchita, Satoshi Ikeda, Nice Ren, Shogo Watanabe, Soichiro Abe, Tomohide Yoshie, Satoshi Namitome, Syoji Kobashi …

Scientific reports, 15(1) 40952-40952, Nov 20, 2025 Peer-reviewed
Computer-Aided Surgery System Using Three-Dimensional Tomographic Images for Endoscopic Retrograde Cholangiopancreatography (ERCP): Preliminary Study

Yudai Adachi, Yuta Kawase, Masanori Gonda, Arata Sakai, Yuzo Kodama, Syoji Kobashi

Proc. of The 26th International Symposium on Advanced Intelligent Systems, Nov, 2025 Peer-reviewedLast authorCorresponding author
Predicting Therapeutic Intervention in Asymptomatic Carotid Plaque: A Comparative Study of Multi-modal MRI Radiomics and Deep Learning

Sodai Yokoyama, Takashi Mizobe, Hideo Aihara, Tomokazu Hayashi, Tetsuya Urata, Syoji Kobashi

Proc. of The 26th International Symposium on Advanced Intelligent Systems, Nov, 2025 Peer-reviewedLast authorCorresponding author
Stool-Prioritized Segmentation via Anatomically Guided Multi-Task U-Net Segmentation in Abdominal X-ray Images

Naoya Takashima, Tsuyoshi Sanuki, Yoshikazu Kinoshita, Center, Syoji Kobashi

Proc. of The 26th International Symposium on Advanced Intelligent Systems, Nov, 2025 Peer-reviewedLast authorCorresponding author
Lung Disease Diagnosis from CXR using Convolutional Neural Network (CNN): A Comparative Study

Siam Tahsin Bhuiyan, Rashedur Rahman, Rubaiyat Islam, Mahmudul Haque, Mehnaz Islam, Syoji Kobashi, Saadia Binte Alam

Soft Computing, 29(23-24) 6333-6345, Oct 31, 2025 Peer-reviewed
Invisible Yet Detected: PelFANet with Attention-Guided Anatomical Fusion for Pelvic Fracture Diagnosis.

Siam Tahsin Bhuiyan, Rashedur Rahman, Sefatul Wasi, Naomi Yagi, Syoji Kobashi, Ashraful Islam, Saadia Binte Alam

CoRR, abs/2509.13873, Sep, 2025 Peer-reviewed
Community-Level Compact City Design, Health Care Provision, and Outcomes of Patients With Stroke.

Yukihiro Imaoka, Nice Ren, Soshiro Ogata, Shogo Watanabe, Tomoya Itatani, Eri Kiyoshige, Hirotoshi Imamura, Kunihiro Nishimura, Syoji Kobashi, Yasuyuki Kaku …

Journal of the American Heart Association, 14(15) e041293, Aug 5, 2025 Peer-reviewed
MAP-CARE: Predicting Future Surgical Intervention in Asymptomatic Carotid Stenosis Via Multi-Modal Radiomics

Sodai Yokoyama, Takashi Mizobe, Hideo Aihara, Tomokazu Hayashi, Tetsuya Urata, Syoji Kobashi

2025 International Conference on Machine Learning and Cybernetics (ICMLC), 223-228, Jul 12, 2025 Peer-reviewedLast authorCorresponding author
Improving Stool Segmentation in Abdominal X-Rays using Gas Mask Guidance with U-Net

Naoya Takashima, Tsuyoshi Sanuki, Yoshikazu Kinoshita, Syoji Kobashi

2025 International Conference on Machine Learning and Cybernetics (ICMLC), 358-363, Jul 12, 2025 Peer-reviewedLast authorCorresponding author
Perturbation-Based Deep Learning Reveals Dynamic Spatiotemporal Shifts in Pediatric Brain Development from CT Imaging

Fubuki Sawa, Naoya Takashima, Saya Ando, Naomi Yagi, Kumiko Ando, Reiichi Ishikawa, Syoji Kobashi

International Conference on Machine Learning and Cybernetics, Jul, 2025 Peer-reviewedCorresponding author
Automated Impaction Angulation Measurement of Mandibular Third Molars for Winter’s Classification Using Deep Learning

Md Anas Ali, Daisuke Fujita, Hiromitsu Kishimoto, Yuna Makihara, Kazuma Noguchi, Syoji Kobashi

Journal of Advanced Computational Intelligence and Intelligent Informatics, 29(2) 325-336, Mar, 2025 Peer-reviewedLast author
SCIS&ISIS2024開催報告

井ノ口弘昭, 生方誠希, 円谷友英, 大保武慶, 川中普晴, 楠木祥文, 工藤卓, 小橋昌司, 中嶋宏, 長宗高樹 …

知能と情報, 37(1) 13-17, Feb 15, 2025 Invited
Image-to-Biomarker Prediction of CSF Amyloid-β via Multimodal Deep Learning on MRI and Brain Perfusion SPECT

Riku Hasegawa, Takashi Nakata, Kazunari Ishii, Syoji Kobashi

Procedia Computer Science, 270 4978-4987, 2025 Peer-reviewedLast authorCorresponding author
Self-Extubation Early Warning via Autoencoder Anomaly Detection and a Novel Simulator for Quantitative Evaluation

Yuya Sakaguchi, Takayuki Fujita, Syoji Kobashi

Procedia Computer Science, 270 4957-4966, 2025 Peer-reviewedLast authorCorresponding author

Books and Other Publications

Precision medicineの確立に資する統合医療データベースの利活用に関する研究

小橋昌司

2021
Finding a non-continuous tube by fuzzy inference for segmenting the MR Cholangiography image

Chihiro Yasuba, Syoji Kobashi, Katsuya Kondo, Yutaka Hata, Seturo Imawaki, Makoto Ishikawa

2002

Presentations

550

Risk stratification of asymptomatic carotid plaque: a comparison of symptom onset and treatment eligibility prediction models

Sodai Yokoyama, Takashi Mizobe, Hideo Aihara, Tomokazu Hayashi, Tetsuya Urata, Syoji Kobashi

International Workshop on Advanced Imaging Technology (IWAIT) 2026, Feb 27, 2026, SPIE
マルチモーダル MRI Radiomics を用いた無症候性頸動脈プラークの評価 ― 2 種の予測ターゲット（脳梗塞発症・治療適応）による比較 ―

横山颯大, 高島直也, 溝部敬, 相原英夫, 林智一, 浦田哲弥, 八木直美, 小橋昌司

バイオメディカル・ファジィ・システム学会第38回年次大会, Dec 14, 2025
Novel Cine MRI Feature Extraction Method for Assessing Cesarean Scar Syndrome

Nushrat Afroz Roza, Sayaka Misaki, Syoji Kobashi, Rashedur Rahman, Ayumi Seko, Daisuke Fujita, Yoshiyuki Watanabe

Lecture Notes in Networks and Systems, Dec 2, 2025, Springer Nature Switzerland
Impact of Brain Injuries on Pediatric Brain Age Estimation from CT Images Using 3D-Convolutional Neural Networks

Naoya Takashima, Saya Ando, Daisuke Fujita, Manabu Nii, Kumiko Ando, Reiichi Ishikura, Syoji Kobashi

Lecture Notes in Networks and Systems, Dec 2, 2025, Springer Nature Switzerland
What Kind of AI Is Clinically Needed? Designing Explainable Intelligence for Medical Imaging

Syoji Kobashi

The 26th International Symposium on Advanced Intelligent Systems, Nov 8, 2025 Invited
Stool-Prioritized Segmentation via Anatomically Guided Multi-Task U-Net Segmentation in Abdominal X-ray Images

Naoya Takashima, Tsuyoshi Sanuki, Yoshikazu Kinoshita, Center, Syoji Kobashi

Proc. of The 26th International Symposium on Advanced Intelligent Systems, Nov, 2025
Predicting Therapeutic Intervention in Asymptomatic Carotid Plaque: A Comparative Study of Multi-modal MRI Radiomics and Deep Learning

Sodai Yokoyama, Takashi Mizobe, Hideo Aihara, Tomokazu Hayashi, Tetsuya Urata, Syoji Kobashi

Proc. of The 26th International Symposium on Advanced Intelligent Systems, Nov, 2025
Computer-Aided Surgery System Using Three-Dimensional Tomographic Images for Endoscopic Retrograde Cholangiopancreatography (ERCP): Preliminary Study

Yudai Adachi, Yuta Kawase, Masanori Gonda, Arata Sakai, Yuzo Kodama, Syoji Kobashi

Proc. of The 26th International Symposium on Advanced Intelligent Systems, Nov, 2025
オートエンコーダの異常検知による自己抜去早期検知システム

坂口裕也, 小橋昌司, 藤田孝之

第33回インテリジェント・システム・シンポジウム, Sep 25, 2025
MRI Radiomics に臨床データを統合した解析による無症候性頸動脈プラークの脳梗塞発症予測

横山颯大, 溝部敬, 相原英夫, 林智一, 浦田哲弥, 小橋昌司

生体医工学シンポジウム２０２５, Sep 13, 2025
Radiomics を用いた腱板筋脂肪浸潤評価における自動領域抽出の影響の検討

中瀬大輝, 高島直也, 小島良太, 祐成毅, 木田圭重, 高橋謙治, 小橋昌司

生体医工学シンポジウム２０２５, Sep 12, 2025
病理画像解析による心血管疾患に関連する病理学的因子の特定

小林直暉, 盛田健人, 連乃駿, 渡辺翔吾, 小橋昌司, 畠山金太, 飯原弘二, 若林哲史

第41回ファジィシステムシンポジウム, Sep 3, 2025
便秘診断に向けた解剖学的マルチタスク学習とマルチチャネル入力による便領域セグメンテーション

高島直也, 佐貫毅, 木下芳一, 小橋昌司

第41回ファジィシステムシンポジウム, Sep 3, 2025
マルチモーダルRadiomicsを用いた頸動脈プラーク形状および血流情報の特徴抽出に基づく脳卒中発症リスク予測モデルの構築

横山颯大, 溝部敬, 相原英夫, 林智一, 浦田哲弥, 小橋昌司

第41回ファジィシステムシンポジウム, Sep 3, 2025
3次元断層画像を用いた内視鏡的逆行性胆管膵管造影 (ERCP)における胆管・膵管ナビゲーション支援の試み

足立雄大, 川瀬雄太, 権田真知, 酒井新, 児玉裕三, 小橋昌司

第41回ファジィシステムシンポジウム, Sep 3, 2025
CT画像を用いた摂動ベース深層学習による小児脳発達の動的時空間シフトの解明

澤風吹, 高島直也, 安藤沙耶, 八木直美, 安藤久美子, 石藏礼一, 小橋昌司

第41回ファジィシステムシンポジウム, Sep 3, 2025
Invisible Yet Detected: PelFANet with Attention-Guided Anatomical Fusion for Pelvic Fracture Diagnosis.

Siam Tahsin Bhuiyan, Rashedur Rahman, Sefatul Wasi, Naomi Yagi, Syoji Kobashi, Ashraful Islam, Saadia Binte Alam

CoRR, Sep, 2025
Self-Extubation Early Warning via Autoencoder Anomaly Detection and a Novel Simulator for Quantitative Evaluation

Yuya Sakaguchi, Takayuki Fujita, Syoji Kobashi

29th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Sep, 2025
医工連携研究の解像度を上げる：目標共有の壁をどう越えるか

小橋昌司

第53回日本磁気共鳴医学会大会, Aug 30, 2025 Invited
3D-TSE・TOF画像を用いたRadiomics解析による頸動脈プラーク治療適応の高精度予測モデル

横山颯大, 溝部敬, 相原英夫, 林智一, 浦田哲弥, 小橋昌司

日本医用画像工学会大会予稿集, Aug, 2025, (一社)日本医用画像工学会

Teaching Experience

Apr, 2019 - Present

医療と工学のフロンティア (兵庫県立大学)
Apr, 2017 - Present

Fundamentals of medical engineering (University of Hyogo)
Apr, 2017 - Present

Programming 2 (University of Hyogo)
Apr, 2017 - Present

コンピュータ実習2 (兵庫県立大学)
Apr, 2017 - Present

コンピュータ実習１ (兵庫県立大学)
Apr, 2021 - Mar, 2024

Introduction to Global Studies (University of Hyogo)
Apr, 2021 - Mar, 2023

基礎ゼミナール
Apr, 2021 - Mar, 2023

Internship (University of Hyogo)
Apr, 2019 - Mar, 2020

論理数学 (兵庫県立大学)
Apr, 2005 - Mar, 2020

システム設計言語 (兵庫県立大学)
Apr, 2018 - Mar, 2019

オペレーティングシステム (兵庫県立大学)
Apr, 2017 - Mar, 2019

計算機基礎 (兵庫県立大学)
Apr, 2015 - Mar, 2018

プログラミング演習 (兵庫県立大学)
Apr, 2007 - Mar, 2018

電気電子工学概論
Apr, 2015 - Mar, 2017

エレクトロニクスと情報通信の先端技術
Apr, 2013 - Mar, 2017

プログラミング論１ (兵庫県立大学)
Apr, 2005 - Mar, 2010

プログラミング論２ (兵庫県立大学)

Research Projects

Development of an AI-based ventilator safety management support system

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2023 - Mar, 2027
CTEPH肺動脈末梢病変の胸部CT診断のためのAI-CAD開発

科学研究費助成事業, 基盤研究(C), 日本学術振興会, Apr, 2023 - Mar, 2026

杉山宗弘, 小橋昌司, 鈴木一廣, 桑鶴良平
3次元データを用いた疑似画像生成による2次元単純X線AI病変検出モデル確立

科学研究費助成事業, 基盤研究(C), 日本学術振興会, Apr, 2023 - Mar, 2026

小橋昌司, 木下芳一, 村津裕嗣, 圓尾明弘, 佐貫毅, 八木直美, 藤田大輔
A Novel Contactless ANFIS-EMG Wearable Device for Diabetic Sensorimotor Polyneuropathy (DSPN)

National Priorities Research Programme (NPRP), Qatar National Research Fund (QNRF), Jan, 2020 - Jul, 2023
AI-based Computer-Aided-Orthpaedic-Surgery Navigation System

Grants-in-Aid for Scientific Research, Grant-in-Aid for JSPS Fellows, Japan Society for the Promotion of Science, Nov, 2018 - Mar, 2021
Children psychological disorder onset prediction using spatio-temporal statistical model

Grants-in-Aid for Scientific Research, Grant-in-Aid for JSPS Fellows, Japan Society for the Promotion of Science, Apr, 2018 - Mar, 2020
Risk Assessment of development disorder using spatiotemporal statistical shape model

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area), Japan Society for the Promotion of Science, Apr, 2017 - Mar, 2019
Distributed/diversified/case-based evolutionary intelligence and its evaluation of applicability to industry and medical apparatus

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2015 - Mar, 2019

Tsuruta Setsuo
新生児脳の成長統計形状モデル構築による子どもの発達障害発症リスク評価

科学研究費助成事業, 新学術領域研究(研究領域提案型), 日本学術振興会, Apr, 2015 - Mar, 2017

小橋昌司
Computer-aided Automated and Quantitative ACL Reconstruction Surgery Optimization based on MR Image Analysis

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2014 - Mar, 2017

KOBADHI SYOJI
An analysis to prevent human life style diseases in health check up data

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (A), Japan Society for the Promotion of Science, May, 2013 - Mar, 2017

HATA Yutaka
関節レントゲン画像からのリウマチスコア自動計測システム開発

産学が連携した研究開発成果の展開研究成果展開事業マッチングプランナープログラム, 科学技術振興機構, 2016 - 2016

小橋昌司
Cortical dysplasia detection from neonatal brain MR images usingintelligent medical image processing

Grants-in-Aid for Scientific Research, Grant-in-Aid for Young Scientists (A), Japan Society for the Promotion of Science, 2010 - 2012

KOBASHI Syoji
Automatic method for cerebral contour extraction and volumetric study on MRI of developing brain.

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, 2009 - 2011

ISHIKURA Reiichi, KOBASHI Shoji, ANDO Kumiko, TAKADA Yoshihiro, WAKATA Yuki, YAMAMOTO Satoshi, IGARASHI Yoko, KATSUURA Takayuki, HIROTA Shozo
Ultrasonic Systems for Recognizing Tissue in Bone

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (B), Japan Society for the Promotion of Science, 2008 - 2010

HATA Yutaka, KOBASHI Syoji, ANAGIDA Toshio, KITAMURA Yuri
Establishment of three-dimensional kinematic analysis system of the knee and its application to the anterior cruciate ligament-injured knee

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, 2007 - 2009

YOSHIYA Shinichi, DOMEN Kazuhisa, IMAMURA Fumiaki, YAGI Masayoshi, HATA Yutaka, KOBASHI Shouji
Early Diagnosis of Asphyxia Neonates Using Intelligent Medical Image Processing in Magnetic Resonance Imaging

Grants-in-Aid for Scientific Research, Grant-in-Aid for Young Scientists (A), Japan Society for the Promotion of Science, 2007 - 2008

SYOJI Kobashi
In-vivo kinematic analysis of the ACL-reconstructed knee using fuzzy ROI based 2-D/3-D image matching

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, 2006 - 2007

YAGI Masayoshi, YOSHIYA Shinichi, KOBASHI Syoji, FUKUDA Yuko, IMAMURA Fumiaki
Studies on the ultrasonic system which can obtain biological information of soft tissues under human skull and hones

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (B), Japan Society for the Promotion of Science, 2005 - 2007

HATA Yutaka, KONDO Katsuya, KOBASHI Syoji, YANAGIDA Toshio, KITAMURA Yuri T.
知的医用画像処理による頭部MR画像を用いた局所的脳萎縮度合い定量化システム

科学研究費助成事業, 若手研究(B), 日本学術振興会, 2005 - 2006

小橋昌司

Industrial Property Rights

特許第7687587号画像処理装置、画像処理方法およびプログラム

柳内久和, 鵜飼和歳, 小橋昌司
特許第7595292号教師データ生成装置、教師データ生成方法、学習済みモデルの製造方法、およびプログラム

鵜飼和歳, 小橋昌司, 村津裕嗣, 圓尾明弘, 林圭吾
特許第7465469号学習装置、推定装置、学習プログラム、及び推定プログラム

小橋昌司, 平本淳一, 盛田健人
特開2022-127759 画像処理装置および画像処理方法

柳内久和, 鵜飼和歳, 小橋昌司
特開2022-040570 画像処理装置、画像処理システム、アノテーション付与方法、学習済みモデルの製造方法、学習済みモデル、およびプログラム

鵜飼和歳, 小橋昌司, 村津裕嗣, 圓尾明弘, 林圭吾
特開2022-029574 解析装置、解析方法及び解析プログラム

小橋昌司, ファイハッドパルヴィズマフディ, 猪俣吾郎
特開2021-178151 学習装置、推定装置、学習プログラム、及び推定プログラム

小橋昌司, 平本淳一, 盛田健人
特許6928219 脈拍周期検出装置、脈拍周期検出方法、脈拍周期検出プログラム、及び脈波検出装置

鵜飼和歳, 小橋昌司
特許第6928219号脈拍周期検出装置、脈拍周期検出方法、脈拍周期検出プログラム、及び脈波検出装置

鵜飼和歳, 小橋昌司
特開2019-000474 脈拍周期検出装置、脈拍周期検出方法、脈拍周期検出プログラム、及び脈波検出装置

鵜飼和歳, 小橋昌司
特開2011-158346 画像処理装置、レーダ装置、画像処理方法および画像処理プログラム

西山浩二, 前野仁, 小橋昌司
特開2008-173188 閉眼時の眼位測定システム

宮内哲, 小橋昌司

Academic Activities

IEEE Systems, Man, and Cybernetics Society, Associate Vice President

Planning, management, etc.

IEEE, Apr 1, 2022 - Dec 31, 2025
IEEE SMC Japan Chapter Chair

Planning, management, etc.

Jan 1, 2022 - Dec 31, 2025
World Automation Congress 2024 General Co-chair

Planning, management, etc.

World Automation Congress, Jan 1, 2024 - Dec 31, 2024
SCIS&ISIS 2024 Local Chair

Planning, management, etc.

SCIS&ISIS 2024, Jan 1, 2023 - Dec 31, 2024
SCIS&ISIS2022 Publication Chair

Panel moderator, session chair, etc.

SCIS&ISIS2022, Nov 29, 2022 - Dec 2, 2022
WAC (World Automation Congress) Program Chair

Planning, management, etc.

WAC (World Automation Congress), Oct 11, 2022 - Oct 15, 2022
International Conference on Machine Learning and Cybernetics (ICMLC) Program Chair

Planning, management, etc.

International Conference on Machine Learning and Cybernetics (ICMLC), Sep 9, 2022 - Sep 11, 2022

Social Activities

メドテックステーション運営委員会

Logistic support

株式会社考える学校, Jan 31, 2020 - Present
兵庫県立網干高等学校評議員

Consultant

Jun 1, 2024

Media Coverage

認知症などと見分けにくい「治療可能な病気」を見逃さない画像識別AIを開発

大学ジャーナルオンライン, 大学ジャーナルオンライン, https://univ-journal.jp/993777/, Dec 28, 2025 Internet
野球肘、ＡＩで発見～早期病変を高精度で検出（京都府立医科大学木田圭重助教）～

時事メディカル, https://medical.jiji.com/topics/3597, Dec 15, 2024 Internet
野球肘、ＡＩで診断＝最高９７％の高精度―京都府立医大など

時事メディカル, https://medical.jiji.com/news/59250, Aug 5, 2024 Internet
「野球肘」どこでも誰でも簡単に早期発見元野球少年が球児救うＡＩ画像診断システム開発

産経WEST, https://www.sankei.com/article/20240711-TKFWAWT435KODNP7OKFRCBHOX4/, Jul 11, 2024 Internet
「野球肘に悩む子ども減らしたい」元高校球児の医師が診断ＡＩ開発痛みに苦しんだ経験、原動力に

京都新聞, Jun 9, 2024 Newspaper, magazine
成長期の「野球肘」をAIで初期に高精度の検出。京都府立医大などの研究

Yahooニュース, Jun 6, 2024 Internet
小さな骨折 AIで検出

産経新聞, 朝刊, Jun, 2024 Newspaper, magazine
医療と連携「見えない骨折」診断にAI

朝日新聞, Jun, 2024 Newspaper, magazine
野球肘をAIで早期発見

読売テレビ, ウェークアップ, Jun, 2024 TV or radio program
骨盤骨折の診断、3次元画像を用いた深層学習法開発で精度向上－兵庫県立大ほか

m3, AI Lab, Jun, 2024 Internet
骨盤骨折の診断、3次元画像を用いた深層学習法開発で精度向上－兵庫県立大ほか

QLifePro, 医療NEWS, Jun, 2024 Internet
「野球肘」AIで早期発見

毎日新聞, May, 2024 Newspaper, magazine
野球ひじ見つけるAI 医師の愛

朝日新聞, May, 2024 Newspaper, magazine
“野球肘”の早期病変を超音波画像から高精度で発見するAIを開発

マイナビニュース, TECH, May, 2024 Internet
教えて！ひょうご～スゴイぞ！県立はりま姫路総合医療センター～

サンテレビ, ひょうご発信, Feb 11, 2024 TV or radio program
先端医療工学研究所の設置とこれからの夢

ラジオ関西, 水曜ききもん「こちら兵庫県立大学です！」, Apr 6, 2022 TV or radio program

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