A Comparison Between Single- and Multi-Scale Approaches for Classification of Histopathology Images
Abstract Whole slide images (WSIs) are digitized histopathology images. WSIs are stored in a pyramidal data structure that contains the…
representation learning
Standard machine learning approaches outperform deep representation learning on phenotype prediction from transcriptomics data
Abstract Background: The ability to confidently predict health outcomes from gene expression would catalyze a revolution in molecular diagnostics. Yet,…