| Federated learning for breast density classification: A real-world implementation HR Roth, K Chang, P Singh, N Neumark, W Li, V Gupta, S Gupta, L Qu, ... Domain Adaptation and Representation Transfer, and Distributed and …, 2020 | 175 | 2020 |
| Splitavg: A heterogeneity-aware federated deep learning method for medical imaging M Zhang, L Qu, P Singh, J Kalpathy-Cramer, DL Rubin IEEE Journal of Biomedical and Health Informatics 26 (9), 4635-4644, 2022 | 40 | 2022 |
| Speaker recognition with cough, laugh and" Wei" M Zhang, Y Chen, L Li, D Wang 2017 Asia-Pacific Signal and Information Processing Association Annual …, 2017 | 14 | 2017 |
| Handling data heterogeneity with generative replay in collaborative learning for medical imaging L Qu, N Balachandar, M Zhang, D Rubin Medical image analysis 78, 102424, 2022 | 13 | 2022 |
| Segmenting across places: The need for fair transfer learning with satellite imagery M Zhang, H Singh, L Chok, R Chunara Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 11 | 2022 |
| Human and machine speaker recognition based on short trivial events M Zhang, X Kang, Y Wang, L Li, Z Tang, H Dai, D Wang 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 7 | 2018 |
| Revealing the impact of lifestyle stressors on the risk of adverse pregnancy outcomes with multitask machine learning M Becker, J Dai, AL Chang, D Feyaerts, IA Stelzer, M Zhang, E Berson, ... Frontiers in pediatrics 10, 933266, 2022 | 3 | 2022 |
| Fair contrastive pre-training for geographic image segmentation M Zhang, R Chunara arXiv preprint arXiv:2211.08672, 2022 | 1 | 2022 |
| Leveraging CLIP for Inferring Sensitive Information and Improving Model Fairness M Zhang, R Chunara arXiv preprint arXiv:2403.10624, 2024 | | 2024 |
| Impact on Public Health Decision Making by Utilizing Big Data Without Domain Knowledge M Zhang, S Rahman, V Mhasawade, R Chunara arXiv preprint arXiv:2402.06059, 2024 | | 2024 |
| Common-Sense Bias Discovery and Mitigation for Classification Tasks M Zhang, B Colman, A Shahriyari, G Bharaj arXiv preprint arXiv:2401.13213, 2024 | | 2024 |
| Quantifying greenspace using deep learning in Karachi, Pakistan M Zhang, H Arshad, M Abbas, H Jehanzeb, I Tahir, J Hassan, R Chunara EarthArXiv, 2023 | | 2023 |
| Using Semantic Role Labeling to Combat Adversarial SNLI B Szalapski, M Zhang, M Zhang | | |
