| A clinically applicable approach to continuous prediction of future acute kidney injury N Tomašev, X Glorot, JW Rae, M Zielinski, H Askham, A Saraiva, ... Nature 572 (7767), 116-119, 2019 | 930 | 2019 |
| 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 | 79 | 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 | 28 | 2021 |
| Multitask prediction of organ dysfunction in the intensive care unit using sequential subnetwork routing S Roy, D Mincu, E Loreaux, A Mottram, I Protsyuk, N Harris, Y Xue, ... Journal of the American Medical Informatics Association 28 (9), 1936-1946, 2021 | 19 | 2021 |
| Learning to select best forecast tasks for clinical outcome prediction Y Xue, N Du, A Mottram, M Seneviratne, AM Dai Advances in Neural Information Processing Systems 33, 15031-15041, 2020 | 13 | 2020 |
| Developing Deep Learning Continuous Risk Models for Early Adverse Event Prediction in Electronic Health Records: an AKI Case Study N Tomašev, X Glorot, JW Rae, M Zielinski, H Askham, A Saraiva, ... | 2 | 2019 |
| Multi-task prediction of organ dysfunction in the ICU using sequential sub-network routing S Roy, D Mincu, E Loreaux, A Mottram, I Protsyuk, N Harris, E Xue, ... Journal of the American Medical Informatics Association (JAMIA)(2021). https …, 2021 | 1 | 2021 |
| Prediction of future adverse health events using neural networks by pre-processing input sequences to include presence features N Tomasev, X Glorot, JW Rae, M Zielinski, A Mottram, H Askham, ... US Patent 11,302,446, 2022 | | 2022 |
| 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 |
| Learn to Select Trajectory Forecast Tasks for Clinical Outcome Prediction E Xue, N Du, A Mottram, M Seneviratne, AM Dai | | 2020 |
