134 citations · 136 across the 3 of their papers we have counts for
3 papers
eess.IV2020★ 134 cited
Federated Learning for Breast Density Classification: A Real-World Implementation
Holger R. Roth, Ken Chang, Praveer Singh +40
Building robust deep learning-based models requires large quantities of diverse training data. In this study, we investigate the use of federated learning (FL) to build medical ima…
stat.ML2017★ 1 cited
Variational Inference over Non-differentiable Cardiac Simulators using Bayesian Optimization
Adam McCarthy, Blanca Rodriguez, Ana Minchole
Performing inference over simulators is generally intractable as their runtime means we cannot compute a marginal likelihood. We develop a likelihood-free inference method to infer…
stat.ML2016★ 1 cited
Predicting Patient State-of-Health using Sliding Window and Recurrent Classifiers
Adam McCarthy, Christopher K. I. Williams
Bedside monitors in Intensive Care Units (ICUs) frequently sound incorrectly, slowing response times and desensitising nurses to alarms (Chambrin, 2001), causing true alarms to be…