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Natural language processing

Prediction of clinical trial enrollment rates

Cameron Bieganek, Constantin Aliferis, Sisi Ma

Feature engineering for sentiment analysis in e-health forums

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

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

Self Multi-Head Attention-based Convolutional Neural Networks for fake news detection

Yong Fang, Jian Gao, [ ... ], Runpu Wu

Machine learning and natural language processing methods to identify ischemic stroke, acuity and location from radiology reports

Charlene Jennifer Ong, Agni Orfanoudaki, [ ... ], Dimitris Bertsimas

Drug drug interaction extraction from the literature using a recursive neural network

Sangrak Lim, Kyubum Lee, Jaewoo Kang

Adverse drug event detection using natural language processing: A scoping review of supervised learning methods

Rachel M. Murphy, Joanna E. Klopotowska, [ ... ], Martijn C. Schut

Signalling Network Construction for Modelling Plant Defence Response

Dragana Miljkovic, Tjaša Stare, [ ... ], Kristina Gruden

Development and validation of the Japanese Moral Foundations Dictionary

Akiko Matsuo, Kazutoshi Sasahara, Yasuhiro Taguchi, Minoru Karasawa

An exploration of automated narrative analysis via machine learning

Sharad Jones, Carly Fox, Sandra Gillam, Ronald B. Gillam

Author Disambiguation in PubMed: Evidence on the Precision and Recall of Author-ity among NIH-Funded Scientists

Marc J. Lerchenmueller, Olav Sorenson

A pre-training and self-training approach for biomedical named entity recognition

Shang Gao, Olivera Kotevska, Alexandre Sorokine, J. Blair Christian

Jointly learning word embeddings using a corpus and a knowledge base

Mohammed Alsuhaibani, Danushka Bollegala, Takanori Maehara, Ken-ichi Kawarabayashi

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