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Learning Medical Diagnosis Models from Multiple Experts

Building classification models from clinical data often requires labeling examples by human experts. However, it is difficult to obtain a perfect set of labels everyone agrees on because medical data are typically very complicated and it is quite common that different experts have different opinions...

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Bibliografiske detaljer
Main Authors: Valizadegan, Hamed, Nguyen, Quang, Hauskrecht, Milos
Format: Artigo
Sprog:Inglês
Udgivet: American Medical Informatics Association 2012
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3540500/
https://ncbi.nlm.nih.gov/pubmed/23304367
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