DeepAlerts: Deep Learning Based Multi-Horizon Alerts for Clinical Deterioration on Oncology Hospital Wards. - Dingwen Li; Patrick G. Lyons; Chenyang Lu 001; Marin Kollef (AAAI, 2020)

Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems. - Dingwen Li; Patrick G. Lyons; Jeff Klaus; Brian F. Gage; Marin Kollef; Chenyang Lu 001 (CIKM, 2021)

Sepsis Prediction for the General Ward Setting. - Sean C. Yu; Aditi Gupta; Kevin D. Betthauser; Patrick G. Lyons; Albert M. Lai; Marin Kollef; Philip R. O. Payne; Andrew P. Michelson (Frontiers Digit. Health, 2022)