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Anne Mottram
Anne Mottram
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Year
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
8422019
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
612021
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
242021
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
162021
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
132020
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, ...
22019
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
12021
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
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