Martin Seneviratne

Advances in Electronic Phenotyping: From Rule-Based Definitions to Machine Learning Models.

Tina Hernandez-Boussard, Juan M Banda, Martin Seneviratne, 2018, Annual review of biomedical data science.

Development and validation of phenotype classifiers across multiple sites in the observational health data sciences and informatics network

George Hripcsak, Borim Ryu, Sooyoung Yoo, 2020, J. Am. Medical Informatics Assoc..

Weakly supervised natural language processing for assessing patient-centered outcome following prostate cancer treatment

Tina Hernandez-Boussard, Martin Seneviratne, Imon Banerjee, 2019, JAMIA open.

Multitask prediction of organ dysfunction in the intensive care unit using sequential subnetwork routing

Subhrajit Roy, Martin Seneviratne, Nenad Tomasev, 2021, J. Am. Medical Informatics Assoc..

BEDS-Bench: Behavior of EHR-models under Distributional Shift-A Benchmark pdf

Andrew M. Dai, Anand Avati, Balaji Lakshminarayanan, 2021, ArXiv.