kodera satoshi

Research theme for competitive and other funds (4)：

2023 - 2026 個別化医療の実現を目指したマルチモーダル汎用モデル開発
2021 - 2024 Development of ECG AI that can be used by the elderly at home
2019 - 2022 "Health Economic Analysis of New Devices and Pharmaceuticals for Cardiovascular Diseases" "Preparation of basic data necessary for medical economic analysis of cardiovascular disease"
2018 - 2021 The healthcare economic evaluation of treatment and medical device for relapse prevention in patients with stroke

Papers (110)：

Akihiro Kasahara, Takahiro Iwasaki, Takuya Mizutani, Tsuyoshi Ueyama, Yoshiharu Sekine, Masae Uehara, Satoshi Kodera, Wataru Gonoi, Hideyuki Iwanaga, Osamu Abe. [Development of a Deep Learning Model for Judging Late Gadolinium-enhancement in Cardiac MRI]. Nihon Hoshasen Gijutsu Gakkai zasshi. 2024. 80. 7. 750-759
Hidehito Ota, Tomomi Fujimura, Ayumi Kunikata, Tomosato Yamagata, Hisataka Nozawa, Hironori Ebishima, Satoshi Kodera, Ryo Inuzuka, Yasutaka Hirata, Hikoro Matsui. Monitoring Berlin Heart EXCOR by computer vision: A preliminary implementation and evaluation. Artificial organs. 2024
廣瀬和俊, 桐山皓行, 長江祐吾, 蛭間貴司, 小林敦, 佐藤将敬, 澤野晋之介, 加門辰也, 篠原宏樹, 三浦瑞樹, et al. Cardiovascular Outcomes after Percutaneous Coronary Intervention in Patients with Systemic Sclerosis: A Case-control Study(タイトル和訳中). 日本循環器学会学術集会抄録集. 2024. 88回. PJ111-2
Shinnosuke Sawano, Satoshi Kodera, Masataka Sato, Hiroki Shinohara, Atsushi Kobayashi, Hiroshi Takiguchi, Kazutoshi Hirose, Tatsuya Kamon, Akihito Saito, Hiroyuki Kiriyama, et al. Multimodality Risk Assessment of Patients with Ischemic Heart Disease Using Deep Learning Models Applied to Electrocardiograms and Chest X-rays. International heart journal. 2024. 65. 1. 29-38
Hiroki Shinohara, Satoshi Kodera, Yugo Nagae, Takashi Hiruma, Atsushi Kobayashi, Masataka Sato, Shinnosuke Sawano, Tatsuya Kamon, Koichi Narita, Kazutoshi Hirose, et al. The potential of the transformer-based survival analysis model, SurvTrace, for predicting recurrent cardiovascular events and stratifying high-risk patients with ischemic heart disease. PloS one. 2024. 19. 6. e0304423

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MISC (10)：

Issey Sukeda, Risa Kishikawa, Satoshi Kodera. 70B-parameter large language models in Japanese medical question-answering. 2024
Issey Sukeda, Masahiro Suzuki, Hiroki Sakaji, Satoshi Kodera. JMedLoRA:Medical Domain Adaptation on Japanese Large Language Models using Instruction-tuning. 2023
清原悠嵩, 小寺聡, 仁宮洸太, 澤野晋之介, 勝然進, 篠原宏樹, 安東治郎, 赤澤宏, 小室一成. 患者情報から冠攣縮性狭心症を判別する自然言語処理人工知能モデル. 心臓. 2022. 54. 11. 1235-1242
Hironobu Kikuchi, Tatsuya Kamon, Kazutoshi Hirose, Hiroki Shinohara, Hiroyuki Kiriyama, Akihito Saito, Mizuki Miura, Shun Minatsuki, Satoshi Kodera, Jiro Ando, et al. Safety, Feasibility, and Compatibility of Percutaneous Coronary Intervention (PCI) via Distal Radial Approach (dRA) in Daily Practice. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY. 2022. 79. 15. S11-S11
山内治雄, 安東治郎, 小寺聡, 三浦瑞樹, 桐山皓行, 金子英弘, 加門辰也, 井上尭文, 森芳映, 小野稔. 当院における経カテーテル的大動脈弁置換術の臨床経験. 人工臓器(日本人工臓器学会). 2020. 49. 2

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Patents (1)：

Masked Autoencoderを利用した心電図事前学習モデル

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