no code implementations • 5 Mar 2023 • Hao liu, Muhan Zhang, Zehao Dong, Lecheng Kong, Yixin Chen, Bradley Fritz, DaCheng Tao, Christopher King
We view time-associated disease prediction as classification tasks at multiple time points.
no code implementations • 27 Jan 2023 • Lecheng Kong, Christopher King, Bradley Fritz, Yixin Chen
Learning to represent free text is a core task in many clinical machine learning (ML) applications, as clinical text contains observations and plans not otherwise available for inference.
1 code implementation • 10 Oct 2022 • Dingwen Li, Bing Xue, Christopher King, Bradley Fritz, Michael Avidan, Joanna Abraham, Chenyang Lu
Towards this end, we propose a hierarchical model combining the strength of both attention and recurrent models for intraoperative time series.