| Generating functional protein variants with variational autoencoders A Hawkins-Hooker, F Depardieu, S Baur, G Couairon, A Chen, D Bikard PLoS computational biology 17 (2), e1008736, 2021 | 214 | 2021 |
| Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging S Azizi, L Culp, J Freyberg, B Mustafa, S Baur, S Kornblith, T Chen, ... Nature Biomedical Engineering 7 (6), 756-779, 2023 | 162 | 2023 |
| Use of deep learning to develop continuous-risk models for adverse event prediction from electronic health records N Tomašev, N Harris, S Baur, A Mottram, X Glorot, JW Rae, M Zielinski, ... Nature Protocols 16 (6), 2765-2787, 2021 | 91 | 2021 |
| Robust and efficient medical imaging with self-supervision S Azizi, L Culp, J Freyberg, B Mustafa, S Baur, S Kornblith, T Chen, ... arXiv preprint arXiv:2205.09723, 2022 | 79 | 2022 |
| Best of both worlds: local and global explanations with human-understandable concepts J Schrouff, S Baur, S Hou, D Mincu, E Loreaux, R Blanes, J Wexler, ... arXiv preprint arXiv:2106.08641, 2021 | 36 | 2021 |
| Concept-based model explanations for electronic health records D Mincu, E Loreaux, S Hou, S Baur, I Protsyuk, M Seneviratne, A Mottram, ... Proceedings of the Conference on Health, Inference, and Learning, 36-46, 2021 | 29 | 2021 |
| HeAR--Health Acoustic Representations S Baur, Z Nabulsi, WH Weng, J Garrison, L Blankemeier, S Fishman, ... arXiv preprint arXiv:2403.02522, 2024 | 8 | 2024 |
| Predicting cardiovascular disease risk using photoplethysmography and deep learning WH Weng, S Baur, M Daswani, C Chen, L Harrell, S Kakarmath, M Jabara, ... PLOS Global Public Health 4 (6), e0003204, 2024 | 5 | 2024 |
| Method, device, and computer program for generating protein sequences with autoregressive neural networks D Bikard, B Sébastien, A Hawkins-hooker US Patent App. 16/757,230, 2021 | 3 | 2021 |
| Optimizing Audio Augmentations for Contrastive Learning of Health-Related Acoustic Signals L Blankemeier, S Baur, WH Weng, J Garrison, Y Matias, S Prabhakara, ... arXiv preprint arXiv:2309.05843, 2023 | 1 | 2023 |
| Health AI Developer Foundations AP Kiraly, S Baur, K Philbrick, F Mahvar, L Yatziv, T Chen, B Sterling, ... arXiv preprint arXiv:2411.15128, 2024 | | 2024 |
| Concept-based model explanations for Electronic Health Records S Baur, S Hou, E Loreaux, D Mincu, A Mottram, I Protsyuk, N Tomasev, ... arXiv e-prints, arXiv: 2012.02308, 2020 | | 2020 |
