A multi-task ResNet with ensemble averaging and dynamic-programming smoothing improves embryo stage classification accuracy on 170 IVF time-lapse videos.
Is frozen embryo transfer cycle associated with a significa ntly lower incidence of ectopic pregnancy? an analysis of more than 30, 000 cycles,
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Multi-Task Deep Learning with Dynamic Programming for Embryo Early Development Stage Classification from Time-Lapse Videos
A multi-task ResNet with ensemble averaging and dynamic-programming smoothing improves embryo stage classification accuracy on 170 IVF time-lapse videos.