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Natural language processing

MergedTrie: Efficient textual indexing

Antonio Ferrández, Jesús Peral

Development and validation of the Japanese Moral Foundations Dictionary

Akiko Matsuo, Kazutoshi Sasahara, Yasuhiro Taguchi, Minoru Karasawa

Natural language processing and machine learning algorithm to identify brain MRI reports with acute ischemic stroke

Chulho Kim, Vivienne Zhu, Jihad Obeid, Leslie Lenert

Using natural language processing and machine learning to classify health literacy from secure messages: The ECLIPPSE study

Renu Balyan, Scott A. Crossley, [ ... ], Dean Schillinger

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

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