Predictive combinations of monitor alarms preceding in-hospital code blue events. - Xiao Hu 002; Monica Sapo; Valeriy Nenov; Tod Barry; Sunghan Kim; Duc H. Do; Noel G. Boyle; Neil Martin (J. Biomed. Informatics, 2012)

Integrating monitor alarms with laboratory test results to enhance patient deterioration prediction. - Yong Bai; Duc H. Do; Patricia Rae Eileen Harris; Daniel Schindler; Noel G. Boyle; Barbara J. Drew; Xiao Hu 002 (J. Biomed. Informatics, 2015)

Is the Sequence of SuperAlarm Triggers More Predictive Than Sequence of the Currently Utilized Patient Monitor Alarms? - Yong Bai; Duc H. Do; Quan Ding; Jorge Arroyo-Palacios; Yalda Shahriari; Michele M. Pelter; Noel G. Boyle; Richard Fidler; Xiao Hu 002 (IEEE Trans. Biomed. Eng., 2017)

Predict In-Hospital Code Blue Events using Monitor Alarms through Deep Learning Approach. - Ran Xiao; Jonathan E. King; Andrea Villaroman; Duc H. Do; Noel G. Boyle; Xiao Hu 002 (EMBC, 2018)

Generalizability of SuperAlarm via Cross-Institutional Performance Evaluation. - Ran Xiao; Duc H. Do; Cheng Ding; Karl Meisel; Randall J. Lee; Xiao Hu 002 (IEEE Access, 2020)

Photoplethysmography based atrial fibrillation detection: a review. - Tânia Pereira 001; Nate Tran; Kais Gadhoumi; Michele M. Pelter; Duc H. Do; Randall J. Lee; Rene Colorado; Karl Meisel; Xiao Hu 002 (npj Digit. Medicine, 2020)

SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection. - Zhicheng Guo; Cheng Ding; Duc H. Do; Amit J. Shah; Randall J. Lee; Xiao Hu 002; Cynthia Rudin (CoRR, 2023)

Log-Spectral Matching GAN: PPG-Based Atrial Fibrillation Detection can be Enhanced by GAN-Based Data Augmentation With Integration of Spectral Loss. - Cheng Ding; Ran Xiao; Duc H. Do; David Scott Lee; Randall J. Lee; Shadi Kalantarian; Xiao Hu 002 (IEEE J. Biomed. Health Informatics, 2023)

Learning From Alarms: A Robust Learning Approach for Accurate Photoplethysmography-Based Atrial Fibrillation Detection Using Eight Million Samples Labeled With Imprecise Arrhythmia Alarms. - Cheng Ding; Zhicheng Guo; Cynthia Rudin; Ran Xiao; Amit J. Shah; Duc H. Do; Randall J. Lee; Gari D. Clifford; Fadi B. Nahab; Xiao Hu 002 (IEEE J. Biomed. Health Informatics, 2024)