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Le Peng
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Performance of a chest radiograph ai diagnostic tool for covid-19: A prospective observational study
J Sun, L Peng, T Li, D Adila, Z Zaiman, GB Melton-Meaux, NE Ingraham, ...
Radiology: Artificial Intelligence 4 (4), e210217, 2022
33*2022
Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals
L Peng, G Luo, A Walker, Z Zaiman, EK Jones, H Gupta, K Kersten, ...
Journal of the American Medical Informatics Association 30 (1), 54-63, 2023
162023
Self-validation: Early stopping for single-instance deep generative priors
T Li, Z Zhuang, H Liang, L Peng, H Wang, J Sun
32nd British Machine Vision Conference, 2021
152021
Welfare and Fairness Dynamics in Federated Learning: A Client Selection Perspective
Y Travadi, L Peng, X Bi, J Sun, M Yang
Statistics and Its Interface, 2023
42023
Optimization and optimizers for adversarial robustness
H Liang, B Liang, L Peng, Y Cui, T Mitchell, J Sun
arXiv preprint arXiv:2303.13401, 2023
22023
An In-Depth Evaluation of Federated Learning on Biomedical Natural Language Processing
L Peng, G Luo, S Zhou, J Chen, Z Xu, R Zhang, J Sun
KDD 2023 International Workshop on Federated Learning for Distributed Data …, 2023
2*2023
Ability of artificial intelligence to identify self-reported race in chest x-ray using pixel intensity counts
JL Burns, Z Zaiman, J Vanschaik, G Luo, L Peng, B Price, G Mathias, ...
Journal of Medical Imaging 10 (6), 061106-061106, 2023
12023
Robust Autoencoders for Collective Corruption Removal
T Li, H Wang, L Peng, J Tang, Xian’e, Sun
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
12023
Rethinking Transfer Learning for Medical Image Classification
L Peng, H Liang, G Luo, T Li, J Sun
34th British Machine Vision Conference (accepted as Oral), 2023
12023
Imbalanced Classification in Medical Imaging via Regrouping
L Peng, Y Travadi, R Zhang, Y Cui, J Sun
NeurIPS Workshop on Medical Imaging Meets NeurIPS, 2022
12022
A proximal augmented Lagrangian based algorithm for federated learning with global and local convex conic constraints
C He, L Peng, J Sun
NeurIPS'23 Workshop on Optimization for Machine Learning, 2023
2023
Direct Metric Optimization for Imbalanced Classification
Y Travadi, L Peng, Y Cui, J Sun
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI …, 2023
2023
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Articles 1–12