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Artificial intelligence

Use of a machine learning framework to predict substance use disorder treatment success

Laura Acion, Diana Kelmansky, Mark van der Laan, Ethan Sahker, DeShauna Jones, Stephan Arndt

published 10 Apr 2017

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Driver behavior profiling: An investigation with different smartphone sensors and machine learning

Jair Ferreira Júnior, Eduardo Carvalho, Bruno V. Ferreira, Cleidson de Souza, Yoshihiko Suhara, Alex Pentland, Gustavo Pessin

published 10 Apr 2017

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The influence of the negative-positive ratio and screening database size on the performance of machine learning-based virtual screening

Rafał Kurczab, Andrzej J. Bojarski

published 06 Apr 2017

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Creating an automated trigger for sepsis clinical decision support at emergency department triage using machine learning

Steven Horng, David A. Sontag, Yoni Halpern, Yacine Jernite, Nathan I. Shapiro, Larry A. Nathanson

published 06 Apr 2017

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A study of the transferability of influenza case detection systems between two large healthcare systems

Ye Ye, Michael M. Wagner, Gregory F. Cooper, Jeffrey P. Ferraro, Howard Su, Per H. Gesteland, Peter J. Haug, Nicholas E. Millett, John M. Aronis, Andrew J. Nowalk, Victor M. Ruiz, Arturo López Pineda, Lingyun Shi, Rudy Van Bree, Thomas Ginter, Fuchiang Tsui

published 05 Apr 2017

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Exploration of machine learning techniques in predicting multiple sclerosis disease course

Yijun Zhao, Brian C. Healy, Dalia Rotstein, Charles R. G. Guttmann, Rohit Bakshi, Howard L. Weiner, Carla E. Brodley, Tanuja Chitnis

published 05 Apr 2017

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Relevance popularity: A term event model based feature selection scheme for text classification

Guozhong Feng, Baiguo An, Fengqin Yang, Han Wang, Libiao Zhang

published 05 Apr 2017

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Simple agarose micro-confinement array and machine-learning-based classification for analyzing the patterned differentiation of mesenchymal stem cells

Nobuyuki Tanaka, Tadahiro Yamashita, Asako Sato, Viola Vogel, Yo Tanaka

published 05 Apr 2017

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Can machine-learning improve cardiovascular risk prediction using routine clinical data?

Stephen F. Weng, Jenna Reps, Joe Kai, Jonathan M. Garibaldi, Nadeem Qureshi

published 04 Apr 2017

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An improved chaotic fruit fly optimization based on a mutation strategy for simultaneous feature selection and parameter optimization for SVM and its applications

Fei Ye, Xin Yuan Lou, Lin Fu Sun

published 03 Apr 2017

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Computational prediction of the tolerance to amino-acid deletion in green-fluorescent protein

Eleisha L. Jackson, Stephanie J. Spielman, Claus O. Wilke

published 03 Apr 2017

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Selection of key sequence-based features for prediction of essential genes in 31 diverse bacterial species

Xiao Liu, Bao-Jin Wang, Luo Xu, Hong-Ling Tang, Guo-Qing Xu

published 30 Mar 2017

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Classifying three imaginary states of the same upper extremity using time-domain features

Mojgan Tavakolan, Zack Frehlick, Xinyi Yong, Carlo Menon

published 30 Mar 2017

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