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Sample-efficient learning with auxiliary class-label information

Building classification models from clinical data collected for past patients often requires additional example labeling and annotation by a human expert. Since example labeling may require to review a complete electronic health record the process can be very time consuming and costly. To make the p...

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Bibliographic Details
Main Authors: Nguyen, Quang, Valizadegan, Hamed, Seybert, Amy, Hauskrecht, Milos
Format: Artigo
Language:Inglês
Published: American Medical Informatics Association 2011
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC3243278/
https://ncbi.nlm.nih.gov/pubmed/22195160
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