Robustly Extracting Medical Knowledge from EHRs: A Case Study of Learning a Health Knowledge Graph

by Chen, Irene Y, Agrawal, Monica, Horng, Steven, Sontag, David
Published 2021

Learning a Health Knowledge Graph from Electronic Medical Records

by Rotmensch, Maya, Halpern, Yoni, Tlimat, Abdulhakim, Horng, Steven, Sontag, David Alexander
Published 2018

MedKnowts: Unified Documentation and Information Retrieval for Electronic Health Records

by Murray, Luke, Gopinath, Divya, Agrawal, Monica, Horng, Steven, Sontag, David, Karger, David R
Published 2022

Deep Learning to Quantify Pulmonary Edema in Chest Radiographs

by Horng, Steven, Liao, Ruizhi, Wang, Xin, Dalal, Sandeep, Golland, Polina, Berkowitz, Seth J
Published 2022

Creating an automated trigger for sepsis clinical decision support at emergency department triage using machine learning

by Horng, Steven, Halpern, Yoni, Jernite, Yacine, Shapiro, Nathan I., Nathanson, Larry A., Sontag, David Alexander
Published 2017

Multimodal Representation Learning via Maximization of Local Mutual Information

by Liao, Ruizhi, Moyer, Daniel, Cha, Miriam, Quigley, Keegan, Berkowitz, Seth, Horng, Steven, Golland, Polina, Wells, William M
Published 2022

Risk of mortality and cardiopulmonary arrest in critical patients presenting to the emergency department using machine learning and natural language processing

by Fernandes, Marta, Mendes, Rúben, Vieira, Susana M., Leite, Francisca, Palos, Carlos, Johnson, Alistair Edward William, Finkelstein, Stan Neil, Horng, Steven, Celi, Leo Anthony
Published 2020