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Journal Articles
- 2024
[j7]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:
Learning From Alarms: A Robust Learning Approach for Accurate Photoplethysmography-Based Atrial Fibrillation Detection Using Eight Million Samples Labeled With Imprecise Arrhythmia Alarms. IEEE J. Biomed. Health Informatics 28(5): 2650-2661 (2024)- 2023
- [j6]Cheng Ding, Ran Xiao, Duc H. Do, David Scott Lee, Randall J. Lee, Shadi Kalantarian, Xiao Hu:
Log-Spectral Matching GAN: PPG-Based Atrial Fibrillation Detection can be Enhanced by GAN-Based Data Augmentation With Integration of Spectral Loss. IEEE J. Biomed. Health Informatics 27(3): 1331-1341 (2023) - 2020
- [j5]Ran Xiao, Duc H. Do, Cheng Ding, Karl Meisel, Randall J. Lee, Xiao Hu:
Generalizability of SuperAlarm via Cross-Institutional Performance Evaluation. IEEE Access 8: 132404-132412 (2020) - [j4]Tânia Pereira, Nate Tran, Kais Gadhoumi, Michele M. Pelter, Duc H. Do, Randall J. Lee, Rene Colorado, Karl Meisel, Xiao Hu:
Photoplethysmography based atrial fibrillation detection: a review. npj Digit. Medicine 3 (2020) - 2017
- [j3]Yong Bai, Duc H. Do, Quan Ding, Jorge Arroyo-Palacios, Yalda Shahriari, Michele M. Pelter, Noel G. Boyle, Richard Fidler, Xiao Hu:
Is the Sequence of SuperAlarm Triggers More Predictive Than Sequence of the Currently Utilized Patient Monitor Alarms? IEEE Trans. Biomed. Eng. 64(5): 1023-1032 (2017) - 2015
- [j2]Yong Bai, Duc H. Do, Patricia Rae Eileen Harris, Daniel Schindler, Noel G. Boyle, Barbara J. Drew, Xiao Hu:
Integrating monitor alarms with laboratory test results to enhance patient deterioration prediction. J. Biomed. Informatics 53: 81-92 (2015) - 2012
- [j1]Xiao Hu, Monica Sapo, Valeriy Nenov, Tod Barry, Sunghan Kim, Duc H. Do, Noel G. Boyle, Neil Martin:
Predictive combinations of monitor alarms preceding in-hospital code blue events. J. Biomed. Informatics 45(5): 913-921 (2012)
Conference and Workshop Papers
- 2018
- [c1]Ran Xiao, Jonathan E. King, Andrea Villaroman, Duc H. Do, Noel G. Boyle, Xiao Hu:
Predict In-Hospital Code Blue Events using Monitor Alarms through Deep Learning Approach. EMBC 2018: 3717-3720
Informal and Other Publications
- 2023
- [i1]Zhicheng Guo, Cheng Ding, Duc H. Do, Amit J. Shah, Randall J. Lee, Xiao Hu, Cynthia Rudin:
SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection. CoRR abs/2310.09203 (2023)
Coauthor Index
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