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
Shouhei Hanaoka, Yukihiro Nomura, Takeharu Yoshikawa, Takahiro Nakao, Tomomi Takenaga, Hirotaka Matsuzaki, Nobutake Yamamichi, Osamu Abe. Detection of pulmonary nodules in chest radiographs: novel cost function for effective network training with purely synthesized datasets. International Journal of Computer Assisted Radiology and Surgery. 2024
Kotaro Sugawara, Satoru Taguchi, Wataru Gonoi, Shouhei Hanaoka, Shinichiro Shiomi, Kenjiro Kishitani, Yukari Uemura, Nobuhiko Akamatsu, Shohei Inui, Koji Tanaka, et al. Integrated impact of multiple body composition parameters on overall survival in gastrointestinal or genitourinary cancers: A descriptive cohort study. JPEN. Journal of parenteral and enteral nutrition. 2024
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
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
Managing computer-assisted detection system based on transfer learning with negative transfer inhibition
(Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 2018)
Managing Computer-Assisted Detection System Based on Transfer Learning with Negative Transfer Inhibition
(In Proceedings of 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2018) 2018)
