[2P5-J-2] Machine learning: medicine and heathcare

Wed. Jun 5, 2019 5:20 PM - 7:00 PM Room P (Front-left room of 1F Exhibition hall)

Chair:Jun Ozawa Reviewer:Yoshikuni Sato

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5:20 PM - 5:40 PM

[2P5-J-2-01] Prediction of depressive tendencies from health data considered unassociated with depressive states

Shiori Yamaguchi¹, 〇Hiroki Tanaka¹, Hayato Maki¹, Shigehiko Kanaya^1,2, Nobutaka Suzuki³, Satoshi Nakamura^1,2 (1. Nara Institute of Science and Technology, Graduate School of Science and Technology, 2. Nara Institute of Science and Technology, Data Science Center, 3. Kanazawa University, Graduate School of Medical Sciences)

5:40 PM - 6:00 PM

[2P5-J-2-02] Data Transformation method for Comprehensive Classification to Blood Test Data

〇Takumi Yoshida¹, Matsui Tohgoroh¹ (1. Chubu University)

6:00 PM - 6:20 PM

[2P5-J-2-03] Medical image recognition of MRI brain images using deep logistic GMDH-type neural network and convolutional neural network

〇Tadashi Kondo¹, Shoichiro Takao¹, Sayaka Kondo², Junji Ueno¹ (1. Tokushima University, 2. Tokushima medical informatics laboratory)

6:20 PM - 6:40 PM

[2P5-J-2-04] Mental Disorder Diagnosis using fMRI Images by Deep State-Space Model

〇Koki Kusano¹, Tetsuo Tashiro¹, Takashi Matsubara¹, Kuniaki Uehara¹ (1. Kobe University)

6:40 PM - 7:00 PM

[2P5-J-2-05] Semi-supervised learning based target gene selection for medical data

〇Akito Seki¹, Hirotaka Akita¹, Hisashi Kashima^1,2, Makoto Yamada^1,2 (1. Kyoto University, 2. RIKEN AIP)

Session information