Multiomics data integration with machine learning has become the standard approach for combining genomic, transcriptomic, proteomic, and metabolomic measurements collected from the same biological ...
Abstract: Multiple instance learning (MIL) based whole slide image (WSI) classification is often carried out on the representations of patches extracted from WSI with a pre-trained patch encoder. The ...
Abstract: Contrastive learning (CL) has recently demonstrated great potential in hyperspectral image (HSI) few-shot classification. However, conventional methods mainly emphasize instance-level ...
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