[3F2-GS-10j] AI応用：QoL

Thu. Jun 10, 2021 11:00 AM - 12:40 PM Room F (GS room 1)

座長：水本智也（フューチャー(株)）

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11:00 AM - 11:20 AM

[3F2-GS-10j-01] Developmental Order of Infants' Developmental Stages related to Picture Book Reading: Comparative Analysis on Years of 1996 and 2020

〇Miho Kasamatsu¹, Takehito Utsuro¹, Yu Saito², Yumiko Ishikawa³ (1. University of Tsukuba, 2. Seitoku University, 3. Utsunomiya University)

11:20 AM - 11:40 AM

[3F2-GS-10j-02] Sleep Quality Assessment Considering Individual Differences Using Variational Domain Adversarial Neural Network

〇Shunya Ishimaru¹, Masayuki Numao², Ken-ichi Fukui² (1. Graduate School of Information Science and Technology, Osaka University, 2. The Institute of Scientific and Industrial Research, Osaka University)

11:40 AM - 12:00 PM

[3F2-GS-10j-03] Construction of an Emotion Estimation Model Using EEG and Heart Rate Variability Indices as Features by Machine Learning

〇Kei SUZUKI¹, Ryota MATSUBARA¹, Midori SUGAYA¹ (1. Shibaura Institute of Technology)

12:00 PM - 12:20 PM

[3F2-GS-10j-04] Estimating treatment effects of wearable devices using uplift modeling

〇Michiharu Kitano¹, Takashi Tanaka¹ (1. JMDC inc.)

12:20 PM - 12:40 PM

[3F2-GS-10j-05] Prediction of functional independence measure (FIM) using machine learning and wearable data of stroke inpatients in a convalescent rehabilitation ward

〇Takayuki Ogasawara¹, Kentaro Tanaka¹, Masahiko Mukaino², Yohei Otaka², Masumi Yamaguchi¹, Eiichi Saitoh², Shingo Tsukada¹ (1. NTT Corporation, 2. Fujita Health University)

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