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Symptom Severity Classification with Gradient Tree Boosting

In this paper, we present our system as submitted in the CEGS N-GRID 2016 task 2 RDoC classification competition. The task was to determine symptom severity (0–3) in a domain for a patient based on the text provided in his/her initial psychiatric evaluation. We first preprocessed the psychiatry note...

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Pubblicato in:J Biomed Inform
Autori principali: Liu, Yang, Gu, Yu, Nguyen, John Chu, Li, Haodan, Zhang, Jiawei, Gao, Yuan, Huang, Yang
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2017
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC5699971/
https://ncbi.nlm.nih.gov/pubmed/28545836
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2017.05.015
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