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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, [ ... ], Benjamin Lê Cook

A dataset to facilitate automated workflow analysis

Tony Allard, Paul Alvino, [ ... ], Joseph Yuen

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

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

Qualitative analysis of manual annotations of clinical text with SNOMED CT

Jose Antonio Miñarro-Giménez, Catalina Martínez-Costa, [ ... ], Kirstine Rosenbeck Gøeg

Improve word embedding using both writing and pronunciation

Wenhao Zhu, Xin Jin, [ ... ], Zhiguo Lu

Feature engineering for sentiment analysis in e-health forums

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

Sense classification of shallow discourse relations with focused RNNs

Gregor Weiss, Marko Bajec

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

Hong-Jie Dai, Jitendra Jonnagaddala

“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

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

Balu Bhasuran, Jeyakumar Natarajan

Biomedical literature classification with a CNNs-based hybrid learning network

Yan Yan, Xu-Cheng Yin, [ ... ], Bo-Wen Zhang

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

Fuji Ren, Ning Liu

Authorship attribution based on Life-Like Network Automata

Jeaneth Machicao, Edilson A. Corrêa Jr., [ ... ], Odemir M. Bruno

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