Randall J. Lee

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Atrial Fibrillation

Image Quality Measures

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Runze Yan, Cheng Ding, Ran Xiao, Aleksandr Fedorov, Randall J. Lee, Fadi B. Nahab, Xiao Hu
SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals. CoRR (2024)
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) (2024)
Cheng Ding, Zhicheng Guo, Zhaoliang Chen, Randall J. Lee, Cynthia Rudin, Xiao Hu
SiamQuality: A ConvNet-Based Foundation Model for Imperfect Physiological Signals. CoRR (2024)
Zhicheng Guo, Cheng Ding, Duc H. Do, Amit Shah, Randall J. Lee, Xiao Hu, Cynthia Rudin
SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection. CoRR (2023)
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) (2023)
Cheng Ding, Tânia Pereira, Ran Xiao, Randall J. Lee, Xiao Hu
Impact of Label Noise on the Learning Based Models for a Binary Classification of Physiological Signal. Sensors 22 (19) (2022)
Oliver Zhang, Cheng Ding, Tânia Pereira, Ran Xiao, Kais Gadhoumi, Karl Meisel, Randall J. Lee, Yiran Chen, Xiao Hu
Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality Assessment. IEEE Access 9 (2021)
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)
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 (2020)