Anne Mottram

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Gaussian Processes

Outcome Prediction

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Yuan Xue, Nan Du, Anne Mottram, Martin Seneviratne, Andrew M. Dai
Learning to Select the Best Forecasting Tasks for Clinical Outcome Prediction. CoRR (2024)
Subhrajit Roy, Diana Mincu, Eric Loreaux, Anne Mottram, Ivan Protsyuk, Natalie Harris, Yuan Xue, Jessica Schrouff, Hugh Montgomery, Alistair Connell, Nenad Tomasev, Alan Karthikesalingam, Martin Seneviratne
Multitask prediction of organ dysfunction in the intensive care unit using sequential subnetwork routing. J. Am. Medical Informatics Assoc. 28 (9) (2021)
Diana Mincu, Eric Loreaux, Shaobo Hou, Sebastien Baur, Ivan Protsyuk, Martin Seneviratne, Anne Mottram, Nenad Tomasev, Alan Karthikesalingam, Jessica Schrouff
Concept-based model explanations for electronic health records. CHIL (2021)
Sebastien Baur, Shaobo Hou, Eric Loreaux, Diana Mincu, Anne Mottram, Ivan Protsyuk, Nenad Tomasev, Martin G. Seneviratne, Alan Karthikesalingam, Jessica Schrouff
Concept-based model explanations for Electronic Health Records. CoRR (2020)
Yuan Xue, Nan Du, Anne Mottram, Martin Seneviratne, Andrew M. Dai
Learning to Select Best Forecast Tasks for Clinical Outcome Prediction. NeurIPS (2020)