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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

published 18 Oct 2019

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

Patrick J. Ward, Peter J. Rock, Svetla Slavova, April M. Young, Terry L. Bunn, Ramakanth Kavuluru

published 16 Oct 2019

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Can machine learning improve patient selection for cardiac resynchronization therapy?

Szu-Yeu Hu, Enrico Santus, Alexander W. Forsyth, Devvrat Malhotra, Josh Haimson, Neal A. Chatterjee, Daniel B. Kramer, Regina Barzilay, James A. Tulsky, Charlotta Lindvall

published 03 Oct 2019

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

Yong Fang, Jian Gao, Cheng Huang, Hua Peng, Runpu Wu

published 26 Sep 2019

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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

published 04 Sep 2019

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Word2vec convolutional neural networks for classification of news articles and tweets

Beakcheol Jang, Inhwan Kim, Jong Wook Kim

published 22 Aug 2019

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Using distant supervision to augment manually annotated data for relation extraction

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

published 30 Jul 2019

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Fast optimization of non-negative matrix tri-factorization

Andrej Čopar, Blaž Zupan, Marinka Zitnik

published 11 Jun 2019

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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, Lijun Qian, Xiangfang Li, Yi Guan, Jinfeng Yang, Qiubin Yu

published 02 May 2019

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MergedTrie: Efficient textual indexing

Antonio Ferrández, Jesús Peral

published 23 Apr 2019

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Development and validation of the Japanese Moral Foundations Dictionary

Akiko Matsuo, Kazutoshi Sasahara, Yasuhiro Taguchi, Minoru Karasawa

published 25 Mar 2019

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

Chulho Kim, Vivienne Zhu, Jihad Obeid, Leslie Lenert

published 28 Feb 2019

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

Renu Balyan, Scott A. Crossley, William Brown III, Andrew J. Karter, Danielle S. McNamara, Jennifer Y. Liu, Courtney R. Lyles, Dean Schillinger

published 22 Feb 2019

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