[2K5-OS-1a] 医療におけるAIの社会実装に向けて(1/2)

Wed. Jun 15, 2022 3:20 PM - 5:00 PM Room K (Room K)

オーガナイザ：小寺聡（東京大学）［現地］、木村仁星（東京大学）、小林和馬（国立がん研究センター）、杉原賢一（エムスリー）

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3:20 PM - 3:40 PM

[2K5-OS-1a-01] Editable medical image generation

〇Kazuma Kobayashi^1,2, Yasuyuki Takamizawa³, Sono Ito³, Mototaka Miyake³, Yukihide Kanemitsu³, Ryuji Hamamoto^1,2 (1. National Cancer Center Research Institute, 2. RIKEN Center for Advanced Intelligence Project, 3. National Cancer Center Hospital)

3:40 PM - 4:00 PM

[2K5-OS-1a-02] Waiting one second boosted data quality: A simple and general-purpose solution to allocate the trade-off between annotators' performance and workload

〇Rina Kagawa¹, Masaru Shirasuna², Atsushi Ikeda³, Masaru Sanuki¹, Hidehito Honda², Hirokazu Nozato⁴ (1. University of Tsukuba, 2. Otemon Gakuin University, 3. University of Tsukuba Hospital, 4. National Institute of Advanced Industrial Science and Technology)

[[Online]]

4:00 PM - 4:20 PM

[2K5-OS-1a-03] Self-Supervised Contrastive Learning for Electrocardiograms to Detect Left Ventricular Systolic Dysfunction

〇Mitsuhiko Nakamoto¹, Satoshi Kodera¹, Hirotoshi Takeuchi¹, Shinnosuke Sawano¹, Susumu Katsushika¹, Kota Ninomiya¹, Hiroshi Akazawa¹, Issei Komuro¹ (1. Department of Cardiovascular Medicine, The University of Tokyo Hospital)

[[Online]]

4:20 PM - 4:40 PM

[2K5-OS-1a-04] Support system for Narrow-band imaging cystoscopy based on small-scale data learning in DCNN

〇Shogo Takaoka^1,2, Atsushi Ikeda³, Hirokazu Nosato¹, Hidenori Sakanashi^1,2, Masahiro Murakawa^1,2 (1. National Institute of Advanced Industrial Science and Technology(AIST), 2. University of Tsukuba, 3. University of Tsukuba Hospital)

4:40 PM - 5:00 PM

[2K5-OS-1a-05] Application of Automatically Generated Image Database in Pre-training Model for Cystoscopic Image Classification

〇Ryuunosuke Kounosu¹, Hirokazu Nosato², Yuu Nakajima¹ (1. Toho University, 2. National Institute of Advanced Industrial Science and Technology)

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