Randall J. Lee

According to our database1, Randall J. Lee authored at least 9 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

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Bibliography

2024
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, May, 2024

SiamQuality: A ConvNet-Based Foundation Model for Imperfect Physiological Signals.
CoRR, 2024

SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals.
CoRR, 2024

2023
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, March, 2023

SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection.
CoRR, 2023

2022
Impact of Label Noise on the Learning Based Models for a Binary Classification of Physiological Signal.
Sensors, 2022

2021
Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality Assessment.
IEEE Access, 2021

2020
Photoplethysmography based atrial fibrillation detection: a review.
npj Digit. Medicine, 2020

Generalizability of SuperAlarm via Cross-Institutional Performance Evaluation.
IEEE Access, 2020


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