Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality. - Hyun Gi Lee; Evan Sholle; Ashley Beecy; Subhi J. Al'Aref; Yifan Peng 002 (NAACL-HLT, 2021)

Preparing for the bedside - optimizing a postpartum depression risk prediction model for clinical implementation in a health system. - Yifan Liu; Rochelle Joly; Meghan Reading Turchioe; Natalie C. Benda; Alison Hermann; Ashley Beecy; Jyotishman Pathak; Yiye Zhang (J. Am. Medical Informatics Assoc., 2024)

Strengthening the use of artificial intelligence within healthcare delivery organizations: balancing regulatory compliance and patient safety. - Mark P. Sendak; Vincent X. Liu; Ashley Beecy; David E. Vidal; Keo Shaw; Mark Lifson; Danny Tobey; Alexandra Valladares; Brenna Loufek; Murtaza Mogri; Suresh Balu (J. Am. Medical Informatics Assoc., 2024)

Rethinking clinical trials for medical AI with dynamic deployments of adaptive systems. - Jacob Rosenthal; Ashley Beecy; Mert R. Sabuncu (npj Digit. Medicine, 2025)