Research questionCan machine learning models accurately predict the risk of early miscarriage Fan Shop - Team Canada - Clothing following single vitrified-warmed blastocyst transfer (SVBT)?DesignA dual-center retrospective analysis of 1,664 SVBT cycles, including 308 early miscarriage cases, was conducted across two reproductive centers.Multiple ma
Due to the black-box nature of deep networks, making explanations of their decision-making is extremely challenging.A solution is using post-hoc attention mechanisms with the deep network to verify the decision basis.However, those methods have problems such as gradient noise and false confidence.In addition, existing saliency methods either have l
Professor Martin Hairer was one of four recipients of the 2014 Armoire Fields Medal, widely viewed as the highest honour a mathematician can receive.He is currently Regius Professor of Mathematics in the Mathematics Department at the University of Warwick.Professor Hairer has contributed significantly to the field of stochastic partial differential