Miki Soichiro

ミキソウイチロウ | Miki Soichiro

Affiliation and department：
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

Papers (65)：

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
Tomomi Takenaga, Shouhei Hanaoka, Yukihiro Nomura, Takahiro Nakao, Hisaichi Shibata, Soichiro Miki, Takeharu Yoshikawa, Naoto Hayashi, Osamu Abe. Development and evaluation of an integrated liver nodule diagnostic method by combining the liver segment division and lesion localization/classification models for enhanced focal liver lesion detection. Radiological physics and technology. 2024. 17. 1. 103-111
Noriko Kanemaru, Takeharu Yoshikawa, Soichiro Miki, Takahiro Nakao, Yuta Nakamura, Kotaro Fujimoto, Osamu Abe. Axillary Lymphadenopathy after COVID-19 Vaccination: Follow-up for Enlarged Lymph Nodes on MR Imaging. Magnetic Resonance in Medical Sciences. 2024
Yuta Nakamura, Tomohiro Kikuchi, Yosuke Yamagishi, Shouhei Hanaoka, Takahiro Nakao, Soichiro Miki, Takeharu Yoshikawa, Osamu Abe. ChatGPT for automating lung cancer staging: feasibility study on open radiology report dataset. 2023
Takahiro Nakao, Soichiro Miki, Yuta Nakamura, Tomohiro Kikuchi, Yukihiro Nomura, Shouhei Hanaoka, Takeharu Yoshikawa, Osamu Abe. Capability of GPT-4V(ision) in Japanese National Medical Licensing Examination. 2023

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MISC (19)：

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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