A Probabilistic Graphical Model for Individualizing Prognosis in Chronic, Complex Diseases

By Peter F. Schulam, Colin Ligon, R. Wise, L. Hummers, Fredrick Wigley, Suchi Saria. 2015

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Edward Choi
2. Jimeng Sun
3. Mohammad Taha Bahadori
4. Walter F. Stewart
5. Cao Xiao
6. Andy Schuetz
7. Joshua A. Kulas
8. Fei Wang

Citations in the corpus

• RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism (2016, background): “Latent-variable time-series models, such as [31, 32], account for temporality, but often have limited interpretation due to abstract state variables.”