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Ordinal Convolutional Neural Networks for Predicting RDoC Positive Valence Psychiatric Symptom Severity Scores

BACKGROUND: The CEGS N-GRID 2016 Shared Task in Clinical Natural Language Processing (NLP) provided a set of 1000 neuropsychiatric notes to participants as part of a competition to predict psychiatric symptom severity scores. This paper summarizes our methods, results, and experiences based on our p...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:J Biomed Inform
Prif Awduron: Rios, Anthony, Kavuluru, Ramakanth
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2017
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC5682241/
https://ncbi.nlm.nih.gov/pubmed/28506904
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2017.05.008
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