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J-GLOBAL ID：202001018501073086 Update date: Jan. 28, 2025

NAKAO Takahiro

ナカオタカヒロ | NAKAO Takahiro

Affiliation and department：
Research theme for competitive and other funds (2)：

2023 - 2026 Temporal Comparison of Medical Images Based on Deep Anomaly Detection Techniques
2020 - 2022 Unsupervised anomaly detection in functional and anatomical image pairs by Bayesian deep learning

Papers (41)：

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
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
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
Tomohiro Kikuchi, Takahiro Nakao, Yuta Nakamura, Shouhei Hanaoka, Harushi Mori, Takeharu Yoshikawa. Towards Improved Radiological Diagnostics: Investigating the Utility and Limitations of GPT-3.5 Turbo and GPT-4 with Quiz Cases. American Journal of Neuroradiology. 2024. ajnr.A8332-ajnr.A8332

MISC (9)：

中尾貴祐. 特集ホスピタリストのための画像診断-2脳脊髄編 Part 1 総論【コラム4】AIと画像診断-今,コンピュータ支援診断はどうなっているのか?. Hospitalist. 2023. 10. 3. 446-448
山田藍樹, 野村行弘, 花岡昇平, 中尾貴祐, 吉川健啓. 3D U-Netを用いた頭部MR画像の脳動脈瘤自動検出. 日本医学放射線学会秋季臨床大会抄録集. 2022. 58回. S447-S447
花岡昇平, 野村行弘, 林直人, 吉川健啓, 柴田寿一, 中尾貴祐, 阿部修. 架空症例および架空病変を学習に用いた胸部単純写真における結節性病変自動検知. 日本医学放射線学会秋季臨床大会抄録集. 2021. 57回. S433-S433
中尾貴祐. 画像診断支援AIの現状と泌尿器領域への応用. 泌尿器科. 2021. 14. 2. 265-271
野村行弘, 花岡昇平, 中尾貴祐, 林直人, 吉川健啓, 渡谷岳行, 阿部修. 頭部MR画像の脳動脈瘤検出における学習データ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. 2020. 56回. S116-S116

Lectures and oral presentations (12)：

Work history (1)：

2020/05 - 現在 The University of Tokyo Hospital Department of Computational Diagnostic Radiology and Preventive Medicine

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