Kido Shoji

キドショウジ | Kido Shoji

Affiliation and department：

Research field (1)： Medical systems

Research theme for competitive and other funds (26)：

2022 - 2025 Construction of Radiogenomics Prediction Model for Pathological Complete Response after Preoperative Chemotherapy for Breast Cancer
2020 - 2024 低侵襲ロボット支援解剖と人工知能(AI)を活用した医療関連死解析法構築
2021 - 2024 超高精細CTの新しい肺癌画像解析法の確立:診断能に寄与する画像因子探索とAI解析
2021 - 2024 Development of a general-purpose computer-aided diagnosis system using VAE that can be used for a small number of cases
2019 - 2020 医用画像に基づく計算解剖学の多元化と高度知能診断・治療への展開

2017 - 2020 Development of integrated computer-aided diagnosis system for various lung diseases using 3D-CT images

2015 - 2020 Development of computer-assisted diagnosis of thoracic diseases using a large scale 3D-CT image database

2015 - 2019 Creation of an international joint research base based on Multidisciplinary computational anatomy

2014 - 2019 Multidisciplinary computational anatomy and its application to highly intelligent diagnosis and therapy

2014 - 2019 Clinical Applications of Multidisciplinary Computational Anatomy to Diagnosis

2013 - 2016 The role of high-resolution CT in the individual chemotherapheutic treatment for lung cancer

2012 - 2015 SWI of pelvic region: investigation of the susceptibility artifact by intestinal gasses

2009 - 2014 Computational Anatomy for Computer-aided Diagnosis and Therapy : Frontiers of Medical Image Sciences

2009 - 2014 Computer-aided diagnosis of computational anatomical model and application of computer-aided autopsy imaging.

2010 - 2012 Construction of Integrated Computer-aided Diagnosis System of Pulmonary Diseases for Medical Treatment Using MDCT images

2009 - 2011 Research on High Resolution Analysis of Heart Sound and Identification Method for Valvular Heart Disease Examination

2006 - 2007 Construction of online electronic teaching file for the education of special radiologist using the MIRC server of Radiological Society of North America

2005 - 2007 Development of Computeraided Diagnosis System for Evaluation of Regional Pulmonary Blood Flow by use of Different Thee Phase of MDCT Images

2005 - 2006 Development of digital stethoscope system making use of patients at home

2003 - 2006 Intelligent Assistance in Diagnosis of Multi-dimensional Medical Images

2003 - 2006 Intelligent CAD based on understanding of local pathological structures

2004 - 2005 Construction of e-textbook for the education of the special radiologist

2002 - 2004 Development of Computer-aided Diagnosis System for Quantification of Temporal Changes of Small Pulmonary Nodules by use of Thoracic MDCT Images

2002 - 2003 Construction of e-learning for the Radiologists

2001 - 2003 Development of In-home Medical Checkup and Health Monitoring System Using Cardiac and Respiratory Information

2000 - 2001 Extension of Fractal Dimensions and the Computer Application of the Computer-aided Diagnosis for the High-resolution Computed Tomography Images

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Papers (229)：

Keisuke Ninomiya, Masahiro Yanagawa, Mitsuko Tsubamoto, Yukihisa Sato, Yuki Suzuki, Akinori Hata, Noriko Kikuchi, Yuriko Yoshida, Kazuki Yamagata, Shuhei Doi, et al. Prediction of solid and micropapillary components in lung invasive adenocarcinoma: radiomics analysis from high-spatial-resolution CT data with 1024 matrix. Japanese journal of radiology. 2024
Kosuke Kita, Takahito Fujimori, Yuki Suzuki, Takashi Kaito, Shota Takenaka, Yuya Kanie, Masayuki Furuya, Tomohiro Wataya, Daiki Nishigaki, Junya Sato, et al. Automated entry of paper-based patient-reported outcomes: Applying deep learning to the Japanese orthopaedic association back pain evaluation questionnaire. Computers in biology and medicine. 2024. 172. 108197-108197
Yoshihito Ichiuji, Shingo Mabu, Satomi Hatta, Kunihiro Inai, Shohei Higuchi, Shoji Kido. Domain transformation using semi-supervised CycleGAN for improving performance of classifying thyroid tissue images. International Journal of Computer Assisted Radiology and Surgery. 2024
Yuki Sato, Junya Sato, Noriyuki Tomiyama, Shoji Kido. High-quality semi-supervised anomaly detection with generative adversarial networks. International Journal of Computer Assisted Radiology and Surgery. 2023
Kosuke Kita, Takahito Fujimori, Yuki Suzuki, Yuya Kanie, Shota Takenaka, Takashi Kaito, Takuyu Taki, Yuichiro Ukon, Masayuki Furuya, Hirokazu Saiwai, et al. Bimodal artificial intelligence using TabNet for differentiating spinal cord tumors-Integration of patient background information and images. iScience. 2023. 26. 10. 107900-107900

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MISC (285)：

木戸尚治. III 医療分野におけるAIモデルの最新動向 1.医用画像処理と自然言語処理の融合. INNERVISION. 2023. 38. 7. 33-35
木戸尚治. 第42階日本医用画像工学会大会の開催にあたって未来への道筋をひらく. 病院新聞. 2023
木戸尚治. 肺癌画像診断におけるAI. 日本内科学会雑誌. 2023. 112. 6. 961-966
木戸尚治. 「実臨床に導入されている画像診断サポートAI」序文. 臨床画像. 2023. 39. 6. 685
木戸尚治. 「学びはじめ歯科医療AIの世界」Q4.胸部疾患領域. 補綴臨床. 2023. 56. 2. 50-56

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Lectures and oral presentations (332)：

肺疾患の診断におけるAIの現状と課題:最新の技術と臨床への応用可能性
(ウマチ性疾患WEBセミナー~最新の医療AI・人工知能から再考する~ 2023)
放射線画像診断における人工知能の役割と応用:コンピュータ支援診断の最新技術と臨床への展開
(2023年電子情報通信学会ソサイエティ大会 2023)
頭部CT所見重要度分類における能動学習アルゴリズムの比較
(第42回日本医用画像工学会大会 2023)
Bimodal Artificial Intelligence Differentiating;Spinal Tumors;based on Integrated Magnetic Resonance Imaging;Patient Information
(2023)
脊髄腫瘍を鑑別するMulti-Modal AIの構築-MRI画像と臨床情報を統合して解析するAI-
(第96回日本整形外科学会総会 2023)

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Education (2)：

- 1992 Osaka University Graduate School, Division of Medicine Department of Radiation Medicine
- 1984 Nagoya University Graduate School, Division of Engineering Dept. of Information Engineering

Professional career (2)：

博士(工学) (大阪大学)
博士(医学) (大阪大学)

Work history (11)：

2019/04 - 現在大阪大学大学院医学系研究科人工知能画像診断学共同研究講座特任教授
2004/04 - 現在株式会社医療福祉工学研究所取締役
2016/04 - 2019/03 山口大学大学院創成科学研究科工学系学域教授
2006/06 - 2019/03 山口医療画像研究センター所長
2006/04 - 2016/03 山口大学大学院医学系研究科応用医工学系学域教授

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Committee career (37)：

2016/12 - 現在 Advanced Medical Imaging 研究会(SAMI) 世話人
2013/05 - 現在電子情報通信学会医用画像研究専門委員会顧問
2008/08 - 現在日本医用画像工学会日本医用画像工学会誌編集委員
1999/10 - 現在日本医学放射線学会専門医試験コンピュータ化特別委員会委員
2013/08 - 2019/07 日本医用画像工学会幹事

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Awards (10)：

2023/01 - 第14回呼吸機能イメージング研究学術集会ポスター優秀演題賞正常胸部単純X線写真のみを用いた胸部異常病変検出手法の開発
2022/10 - 第139回中部日本整形外科災害外科学会・学術集会奨励賞 JOANRを自動化するシステムの開発 -手術記録から情報を抽出するAI-
2022/06 - 第4回日本メディカルAI学会学術集会優秀一般演題賞 BERTを用いた整形外科手術記録からの自動情報抽出システムの開発
2014/03 - 山口県第5回山口県産業技術振興奨励賞(山口県知事特別賞)
2007/10 - 第30回日本生体医工学会中国四国支部大会優秀賞

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