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Natural language processing

Identification of suicidal behavior among psychiatrically hospitalized adolescents using natural language processing and machine learning of electronic health records

Nicholas J. Carson, Brian Mullin, Maria Jose Sanchez, Frederick Lu, Kelly Yang, Michelle Menezes, Benjamin Lê Cook

published 19 Feb 2019

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A dataset to facilitate automated workflow analysis

Tony Allard, Paul Alvino, Leslie Shing, Allan Wollaber, Joseph Yuen

published 07 Feb 2019

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Beyond opinion classification: Extracting facts, opinions and experiences from health forums

Jorge Carrillo-de-Albornoz, Ahmet Aker, Emina Kurtic, Laura Plaza

published 09 Jan 2019

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Qualitative analysis of manual annotations of clinical text with SNOMED CT

Jose Antonio Miñarro-Giménez, Catalina Martínez-Costa, Daniel Karlsson, Stefan Schulz, Kirstine Rosenbeck Gøeg

published 27 Dec 2018

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Improve word embedding using both writing and pronunciation

Wenhao Zhu, Xin Jin, Jianyue Ni, Baogang Wei, Zhiguo Lu

published 10 Dec 2018

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Feature engineering for sentiment analysis in e-health forums

Jorge Carrillo-de-Albornoz, Javier Rodríguez Vidal, Laura Plaza

published 29 Nov 2018

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Sense classification of shallow discourse relations with focused RNNs

Gregor Weiss, Marko Bajec

published 30 Oct 2018

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Assessing the severity of positive valence symptoms in initial psychiatric evaluation records: Should we use convolutional neural networks?

Hong-Jie Dai, Jitendra Jonnagaddala

published 16 Oct 2018

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“Is a picture really worth a thousand words?”: A case study on classifying user attributes on Instagram

Junho Song, Kyungsik Han, Dongwon Lee, Sang-Wook Kim

published 05 Oct 2018

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Automatic extraction of gene-disease associations from literature using joint ensemble learning

Balu Bhasuran, Jeyakumar Natarajan

published 26 Jul 2018

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Biomedical literature classification with a CNNs-based hybrid learning network

Yan Yan, Xu-Cheng Yin, Chun Yang, Sujian Li, Bo-Wen Zhang

published 26 Jul 2018

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Emotion computing using Word Mover’s Distance features based on Ren_CECps

Fuji Ren, Ning Liu

published 06 Apr 2018

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Authorship attribution based on Life-Like Network Automata

Jeaneth Machicao, Edilson A. Corrêa Jr., Gisele H. B. Miranda, Diego R. Amancio, Odemir M. Bruno

published 22 Mar 2018

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