Mona G. Flores
Publications by Year
Research Areas
Artificial Intelligence in Healthcare and Education, COVID-19 diagnosis using AI, Privacy-Preserving Technologies in Data, Machine Learning in Healthcare, Topic Modeling
Most-Cited Works
- → A large language model for electronic health records(2022)779 cited
- → Federated learning for predicting clinical outcomes in patients with COVID-19(2021)664 cited
- → Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets(2020)593 cited
- → MONAI: An open-source framework for deep learning in healthcare(2022)426 cited
- → Health system-scale language models are all-purpose prediction engines(2023)414 cited
- → A study of generative large language model for medical research and healthcare(2023)346 cited
- → Federated learning improves site performance in multicenter deep learning without data sharing(2020)221 cited
- → Immunosuppression by the JAK3 Inhibitor CP-690,550 Delays Rejection and Significantly Prolongs Kidney Allograft Survival in Nonhuman Primates(2005)107 cited
- → Do Gradient Inversion Attacks Make Federated Learning Unsafe?(2023)104 cited
- → MONAI Label: A framework for AI-assisted interactive labeling of 3D medical images(2024)90 cited