Identification and Use of Frailty Indicators from Text to Examine Associations with Clinical Outcomes Among Patients with Heart Failure. - YiJun Shao; April F. Mohanty; Ali Ahmed; Charlene R. Weir; Bruce E. Bray; Rashmee U. Shah; Douglas Redd; Qing Zeng-Treitler (AMIA, 2016)

Extraction of Patient Temporal Patterns and Clusters from Clinical Data. - Samir E. AbdelRahman; Julio C. Facelli; Bruce E. Bray; Rashmee U. Shah; Guilherme Del Fiol (AMIA, 2017)

Physician Conception of Patient Frailty in Cardiac Care Decisions. - Kristina Doing-Harris; Rashmee U. Shah; YiJun Shao; Bruce E. Bray; Qing Zeng-Treitler; Jennifer H. Garvin; Charlene R. Weir (AMIA, 2017)

Predicting Adverse Outcomes in Heart Failure Patients Using Different Frailty Status Measures. - Yan Cheng; YiJun Shao; Charlene R. Weir; Rashmee U. Shah; Bruce E. Bray; Jennifer H. Garvin; Qing Zeng-Treitler (MedInfo, 2017)

Development of a cardiac-centered frailty ontology. - Kristina Doing-Harris; Bruce E. Bray; Anne Thackeray; Rashmee U. Shah; YiJun Shao; Yan Cheng; Qing Zeng-Treitler; Jennifer H. Garvin; Charlene R. Weir (J. Biomed. Semant., 2019)

Adaptation of an NLP system to a new healthcare environment to identify social determinants of health. - Ruth M. Reeves; Lee M. Christensen; Jeremiah R. Brown; Michael Conway; Maxwell Levis; Glenn T. Gobbel; Rashmee U. Shah; Christine Goodrich; Iben Ricket; Freneka F. Minter; Andrew Bohm; Bruce E. Bray; et al. (J. Biomed. Informatics, 2021)

Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcomes. - YiJun Shao; Yan Cheng; Rashmee U. Shah; Charlene R. Weir; Bruce E. Bray; Qing Zeng-Treitler (J. Medical Syst., 2021)