Article

Artificial Intelligence Reveals Distinct Prognostic Subgroups of Muscle-Invasive Bladder Cancer on Histology Images

2023-07-20

Abstract excerpt

<title>Abstract</title> <p>Muscle invasive bladder cancer (MIBC) is a highly heterogeneous and costly disease with significant morbidity and mortality. Understanding tumor histopathology leads to tailored therapies and improved outcomes. In this study, we employed weakly supervised learning and neural architecture search to develop a data-driven scoring system. This system aimed to capture prognostic histopatholo...

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Literature Corpus work: 7296d27e-bca8-5ff8-bd7c-8f3ee2de4043
DOI: 10.21203/rs.3.rs-3151281/v1

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