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Benchmarking 50 classification algorithms on 50 gene-expression datasets

2021-05-09

Abstract excerpt

By classifying patients into subgroups, clinicians can provide more effective care than using a uniform approach for all patients. Such subgroups might include patients with a particular disease subtype, patients with a good (or poor) prognosis, or patients most (or least) likely to respond to a particular therapy. Diverse types of biomarkers have been proposed for assigning patients to subgroups. For example, DNA...

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Literature Corpus work
ca0247a3-ed1d-5698-a912-bb03b1595626
DOI
10.1101/2021.05.07.442940
Open publication

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Benchmarking 50 classification algorithms on 50 gene-expression datasetsDOI 10.1101/2021.05.07.442940
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