Research output per year
Research output per year
Research output
Search results
-
2022
Cumulative Stay-time Representation for Electronic Health Records in Medical Event Time Prediction
Katsuki, T., Miyaguchi, K., Koseki, A., Iwamori, T., Yanagiya, R. & Suzuki, A., 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. De Raedt, L. & De Raedt, L. (eds.). International Joint Conferences on Artificial Intelligence, p. 3861-3867 7 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access1 Citation (Scopus) -
2018
Risk prediction of diabetic nephropathy via interpretable feature extraction from EHR using convolutional autoencoder
Katsuki, T., Ono, M., Koseki, A., Kudo, M., Haida, K., Kuroda, J., Makino, M., Yanagiya, R. & Suzuki, A., 2018, Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth - Proceedings of MIE 2018. Ugon, A., Karlsson, D., Klein, G. O. & Moen, A. (eds.). IOS Press BV, p. 106-110 5 p. (Studies in Health Technology and Informatics; vol. 247).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
15 Citations (Scopus) -
Time-Discounting Convolution for Event Sequences with Ambiguous Timestamps
Katsuki, T., Osogami, T., Koseki, A., Ono, M., Kudo, M., Makino, M. & Suzuki, A., 27-12-2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 1085-1090 6 p. 8594948. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access