Feature Extraction from Electronic Health Records of Diabetic Nephropathy Patients with Convolutioinal Autoencoder. - Takayuki Katsuki; Masaki Ono; Akira Koseki; Michiharu Kudo; Kyoichi Haida; Jun Kuroda; Masaki Makino; Ryosuke Yanagiya; Atsushi Suzuki (AAAI Workshops, 2018)

Risk Prediction of Diabetic Nephropathy via Interpretable Feature Extraction from EHR Using Convolutional Autoencoder. - Takayuki Katsuki; Masaki Ono; Akira Koseki; Michiharu Kudo; Kyoichi Haida; Jun Kuroda; Masaki Makino; Ryosuke Yanagiya; Atsushi Suzuki (MIE, 2018)

A Comparative Time-to-Event Analysis Across Health Systems. - Mohamed F. Ghalwash; Prithwish Chakraborty; Akira Koseki; Hiroki Yanagisawa; Toshiya Iwamori; Ray Tokumasu; Masaki Makino; Ryosuke Yanagiya; Atsushi Suzuki; Michiharu Kudo; Daby Sow (AMIA, 2021)

Cumulative Stay-time Representation for Electronic Health Records in Medical Event Time Prediction. - Takayuki Katsuki; Kohei Miyaguchi; Akira Koseki; Toshiya Iwamori; Ryosuke Yanagiya; Atsushi Suzuki (IJCAI, 2022)