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Natural language processing

Predicting diabetes second-line therapy initiation in the Australian population via time span-guided neural attention network

Samuele Fiorini, Farshid Hajati, Annalisa Barla, Federico Girosi

Enhancing timeliness of drug overdose mortality surveillance: A machine learning approach

Patrick J. Ward, Peter J. Rock, [ ... ], Ramakanth Kavuluru

Can machine learning improve patient selection for cardiac resynchronization therapy?

Szu-Yeu Hu, Enrico Santus, [ ... ], Charlotta Lindvall

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

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

Towards a top-down approach for an automatic discourse analysis for Basque: Segmentation and Central Unit detection tool

Aitziber Atutxa, Kepa Bengoetxea, Arantza Diaz de Ilarraza, Mikel Iruskieta

Word2vec convolutional neural networks for classification of news articles and tweets

Beakcheol Jang, Inhwan Kim, Jong Wook Kim

Using distant supervision to augment manually annotated data for relation extraction

Peng Su, Gang Li, Cathy Wu, K. Vijay-Shanker

Fast optimization of non-negative matrix tri-factorization

Andrej Čopar, Blaž Zupan, Marinka Zitnik

Deep learning for named entity recognition on Chinese electronic medical records: Combining deep transfer learning with multitask bi-directional LSTM RNN

Xishuang Dong, Shanta Chowdhury, [ ... ], Qiubin Yu

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

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