Abstract: This study explores the application of deep learning models combined with SHAP (SHapley Additive exPlanations) for breast cancer classification using gene expression data. Our model ...
Functional Metabolomics Laboratory, Interfaculty Institute of Microbiology and Infection Medicine (IMIT), University of Tübingen, Auf der Morgenstelle 24, 72076 Tübingen, Germany Department of ...
Abstract: Data quality is a fundamental challenge for downstream data mining tasks. While numerous studies have addressed data quality issues in various contexts, there is a notable lack of systematic ...
Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States Graduate Group in Biochemistry, Biophysics, and ...
C2S-Scale converts a high-dimensional expression vector into text by rank-ordering genes and emitting the top-K symbols as a gene-name sequence. This representation aligns single-cell data with ...
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