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Article

Accurate Prediction of Breast Cancer Survival through Coherent Voting Networks with Gene Expression Profiling

2020-10-29

Abstract excerpt

<h4>ABSTRACT</h4> We describe a novel machine learning methodology which we call Coherent Voting Network (CVN) and we demonstrate its usefulness by building a 5-years prognostic predictor for post-surgery breast cancer patients based on CVNs. Coherent Voting Network (CVN) is a supervised learning paradigm designed explicitly to uncover non-linear, combinatorial patterns in complex data, within a statistical robust...

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Literature Corpus work
9586a5e9-9ab5-5970-a8dd-3ceb8527fc91
DOI
10.1101/2020.10.28.20221671
Open publication

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Accurate Prediction of Breast Cancer Survival through Coherent Voting Networks with Gene Expression ProfilingDOI 10.1101/2020.10.28.20221671
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