Randall J. Lee

According to our database, Randall J. Lee authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

IEEE J. Biomed. Health Informatics, March, 2023

SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection.

Zhicheng Guo, Cheng Ding, Duc H. Do, Amit Shah, Randall J. Lee, Xiao Hu, Cynthia Rudin

CoRR, 2023

2022

Impact of Label Noise on the Learning Based Models for a Binary Classification of Physiological Signal.

Cheng Ding, Tânia Pereira, Ran Xiao, Randall J. Lee, Xiao Hu

Sensors, 2022

2021

Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality Assessment.

Oliver Zhang, Cheng Ding, Tânia Pereira, Ran Xiao, Kais Gadhoumi, Karl Meisel, Randall J. Lee, Yiran Chen, Xiao Hu

IEEE Access, 2021

2020

Photoplethysmography based atrial fibrillation detection: a review.

Tânia Pereira, Nate Tran, Kais Gadhoumi, Michele M. Pelter, Duc H. Do, Randall J. Lee, Rene Colorado, Karl Meisel, Xiao Hu

npj Digit. Medicine, 2020

Generalizability of SuperAlarm via Cross-Institutional Performance Evaluation.

Ran Xiao, Duc H. Do, Cheng Ding, Karl Meisel, Randall J. Lee, Xiao Hu

IEEE Access, 2020