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Natural language processing

Knowledge-based best of breed approach for automated detection of clinical events based on German free text digital hospital discharge letters

Maximilian König, André Sander, Ilja Demuth, Daniel Diekmann, Elisabeth Steinhagen-Thiessen

published 27 Nov 2019

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Semantic computational analysis of anticoagulation use in atrial fibrillation from real world data

Daniel M. Bean, James Teo, Honghan Wu, Ricardo Oliveira, Raj Patel, Rebecca Bendayan, Ajay M. Shah, Richard J. B. Dobson, Paul A. Scott

published 25 Nov 2019

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The Cinderella Complex: Word embeddings reveal gender stereotypes in movies and books

Huimin Xu, Zhang Zhang, Lingfei Wu, Cheng-Jun Wang

published 22 Nov 2019

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Comparative analysis on Facebook post interaction using DNN, ELM and LSTM

Sabih Ahmad Khan, Hsien-Tsung Chang

published 12 Nov 2019

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An exploration of automated narrative analysis via machine learning

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

published 31 Oct 2019

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Technology opportunity discovery by structuring user needs based on natural language processing and machine learning

Taeyeoun Roh, Yujin Jeong, Hyejin Jang, Byungun Yoon

published 29 Oct 2019

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Refined distributed emotion vector representation for social media sentiment analysis

Yung-Chun Chang, Wen-Chao Yeh, Yan-Chun Hsing, Chen-Ann Wang

published 24 Oct 2019

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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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