Predicting activities of daily living for cancer patients using an ontology-guided machine learning methodology

BACKGROUND: Bio-ontologies are becoming increasingly important in knowledge representation and in the machine learning (ML) fields. This paper presents a ML approach that incorporates bio-ontologies and its application to the SEER-MHOS dataset to discover patterns of patient characteristics that imp...

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Bibliographic Details
Published in:J Biomed Semantics
Main Authors: Min, Hua, Mobahi, Hedyeh, Irvin, Katherine, Avramovic, Sanja, Wojtusiak, Janusz
Format: Artigo
Language:Inglês
Published: BioMed Central 2017
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Research
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5603095/
https://ncbi.nlm.nih.gov/pubmed/28915930
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13326-017-0149-6
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