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)

Time-Discounting Convolution for Event Sequences with Ambiguous Timestamps. - Takayuki Katsuki; Takayuki Osogami; Akira Koseki; Masaki Ono; Michiharu Kudo; Masaki Makino; Atsushi Suzuki (ICDM, 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)

Interpretation Method for Continuous Glucose Monitoring with Subsequence Time-Series Clustering. - Masaki Ono; Takayuki Katsuki; Masaki Makino; Kyoichi Haida; Atsushi Suzuki (MIE, 2020)

Feature Set for a Prediction Model of Diabetic Kidney Disease Progression. - Masaki Ono; Takayuki Katsuki; Masaki Makino; Kyoichi Haida; Atsushi Suzuki; Reitaro Tokumasu (MIE, 2020)

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)