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J-GLOBAL ID：202001004564645038
Update date: Jan. 28, 2025 Miki Soichiro
ミキ ソウイチロウ | Miki Soichiro
東京大学医学部附属病院 22世紀医療センター コンピュータ画像診断学/予防医学講座
About 東京大学医学部附属病院 22世紀医療センター コンピュータ画像診断学/予防医学講座
Job title： 特任助教
Research theme for competitive and other funds (2)：
- 2017 - 2020 Influence of lesion presentation methods on the usefulness to the reader in computer-aided detection
- 2015 - 2018 Dynamic performance improvement in computer-assisted detection system for diagnostic imaging by combined application of online learning and transfer learning
- Yuta Nakamura, Yuki Sonoda, Yosuke Yamagishi, Tomohiro Kikuchi, Takahiro Nakao, Soichiro Miki, Shouhei Hanaoka, Takeharu Yoshikawa, Osamu Abe. It is Not Time to Kick Out Radiologists. Asian Bioethics Review. 2024
- Aiki Yamada, Shouhei Hanaoka, Tomomi Takenaga, Soichiro Miki, Takeharu Yoshikawa, Yukihiro Nomura. Investigation of distributed learning for automated lesion detection in head MR images. Radiological physics and technology. 2024. 17. 3. 725-738
- Yuichiro Hirano, Shouhei Hanaoka, Takahiro Nakao, Soichiro Miki, Tomohiro Kikuchi, Yuta Nakamura, Yukihiro Nomura, Takeharu Yoshikawa, Osamu Abe. No improvement found with GPT-4o: results of additional experiments in the Japan Diagnostic Radiology Board Examination. Japanese Journal of Radiology. 2024
- Yuichiro Hirano, Shouhei Hanaoka, Takahiro Nakao, Soichiro Miki, Tomohiro Kikuchi, Yuta Nakamura, Yukihiro Nomura, Takeharu Yoshikawa, Osamu Abe. GPT-4 Turbo with Vision fails to outperform text-only GPT-4 Turbo in the Japan Diagnostic Radiology Board Examination. Japanese Journal of Radiology. 2024
- Yukihiro Nomura, Shouhei Hanaoka, Naoto Hayashi, Takeharu Yoshikawa, Saori Koshino, Chiaki Sato, Momoko Tatsuta, Yuya Tanaka, Shintaro Kano, Moto Nakaya, et al. Performance changes due to differences among annotating radiologists for training data in computerized lesion detection. International journal of computer assisted radiology and surgery. 2024
- 中村優太, 花岡昇平, 花岡昇平, 野村行弘, 野村行弘, 片山僚, 小西池真緒, 越野沙織, 菊地智博, 中尾貴祐, et al. 深層学習による抽象型要約を用いた読影レポートimpressionの自動生成. 日本医学放射線学会秋季臨床大会抄録集. 2022. 58th
- 野村行弘, 野村行弘, 花岡昇平, 花岡昇平, 林直人, 吉川健啓, 越野沙織, 佐藤千明, 龍田ももこ, 仲谷元, et al. CT画像の肺結節検出における再学習用正解データ入力者の違いによる性能変化に関する検討. 日本医学放射線学会秋季臨床大会抄録集. 2021. 57th
- 花岡昇平, 野村行弘, 柴田寿一, 三木聡一郎, 中尾貴祐, 林直人, 吉川健啓, 渡谷岳行, 阿部修. Glowによる胸部単純写真における教師なし異常強調の試み. 日本医学放射線学会秋季臨床大会抄録集. 2020. 56th
- Dynamic performance improvement in computer-assisted detection software for diagnostic imaging by combined application of online learning and transfer learning. 2017. 62. 10. 1237-1243
- 竹永智美, 花岡昇平, 根本充貴, 野村行弘, 中尾貴祐, 三木聡一郎, 吉川健啓, 林直人, 阿部修, 阿部修. 3D-DCNNを用いたEOB-MR画像における肝結節病変自動検出法の開発. 日本医用画像工学会大会予稿集(CD-ROM). 2017. 36th
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