[2N4-J-13] AI application: medicine

Wed. Jun 5, 2019 3:20 PM - 5:00 PM Room N (Front-right room of 1F Exhibition hall)

Chair:Koji Morikawa Reviewer:Yoshikuni Sato

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3:20 PM - 3:40 PM

[2N4-J-13-01] Advantages of 3D-ResNet in Cerebral Aneurysm Detection using MRA Images

〇Terasaki Yuki¹, Hajime Yokota², Hiroki Mukai², Shoma Yamauchi², Ryuna Kurosawa³, Joji Ota³, Takuro Horikoshi², Yasukuni Mori⁴, Hiroki Suyari⁴ (1. Graduate School of Chiba University, 2. Dept. Radiology, Chiba University Hospital, 3. Dept. Radiology, Chiba University , Hospital, 4. Graduate School of Engineering, Chiba University)

3:40 PM - 4:00 PM

[2N4-J-13-02] Classification of esophageal cancer CT images using deep learning

〇Takumi Seto¹, Masashi Takeuchi², Masahiro Hashimoto², Yui Ito¹, Naoaki Ichihara², Hirohumi Kawakubo², Yuko Kitagawa², Hiroaki Miyata², Masahiro Jinzaki², Yasubumi Sakakibara¹ (1. Keio University Faculty of Science and Technology, 2. Keio University School of Medicine)

4:00 PM - 4:20 PM

[2N4-J-13-03] Development of Epileptic Seizure Prediction Algorithm by Combining Heart Rate Variability Analysis and Autoencorder

〇Koichi Fujiwara^1,2, Fumiya Sakane², Miho Miyajima³, Toshitaka Yamakawa⁴, Taketoshi Maehara³ (1. Nagoya University, 2. Kyoto University, 3. Tokyo Medical and Dental University, 4. Kumamoto University)

4:20 PM - 4:40 PM

[2N4-J-13-04] Diagnosis of head CT image by on-premise deep learning

〇Tetsuya Shiraishi¹, Yuriko Hijikata¹ (1. Saitama Sekishinkai Hospital)

4:40 PM - 5:00 PM

[2N4-J-13-05] Lesion Detection in Computed Tomography Images using YOLOv3 and Domain Knowledge

Akira Saigo¹, 〇Naoki Hayashi², Kotaro Ito² (1. Recruit techonologies Co.,Ltd., 2. NTTDATA Mathematical Systems Inc.)

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