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Artificial intelligence

Network-based features enable prediction of essential genes across diverse organisms

Karthik Azhagesan, Balaraman Ravindran, Karthik Raman

published 13 Dec 2018

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P_VggNet: A convolutional neural network (CNN) with pixel-based attention map

Kunhua Liu, Peisi Zhong, Yi Zheng, Kaige Yang, Mei Liu

published 12 Dec 2018

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Computerization and the future of primary care: A survey of general practitioners in the UK

Charlotte Blease, Michael H. Bernstein, Jens Gaab, Ted J. Kaptchuk, Joe Kossowsky, Kenneth D. Mandl, Roger B. Davis, Catherine M. DesRoches

published 12 Dec 2018

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Identifying disease genes using machine learning and gene functional similarities, assessed through Gene Ontology

Muhammad Asif, Hugo F. M. C. M. Martiniano, Astrid M. Vicente, Francisco M. Couto

published 10 Dec 2018

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Nonnegative/Binary matrix factorization with a D-Wave quantum annealer

Daniel O’Malley, Velimir V. Vesselinov, Boian S. Alexandrov, Ludmil B. Alexandrov

published 10 Dec 2018

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Distillation of the clinical algorithm improves prognosis by multi-task deep learning in high-risk Neuroblastoma

Valerio Maggio, Marco Chierici, Giuseppe Jurman, Cesare Furlanello

published 07 Dec 2018

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Poincaré plot analysis of cerebral blood flow signals: Feature extraction and classification methods for apnea detection

Carmen González, Erik W. Jensen, Pedro L. Gambús, Montserrat Vallverdú

published 07 Dec 2018

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Wavelet analysis of oximetry recordings to assist in the automated detection of moderate-to-severe pediatric sleep apnea-hypopnea syndrome

Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero

published 07 Dec 2018

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Improving the calling of non-invasive prenatal testing on 13-/18-/21-trisomy by support vector machine discrimination

Jianfeng Yang, Xiaofan Ding, Weidong Zhu

published 05 Dec 2018

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Automated algorithms combining structure and function outperform general ophthalmologists in diagnosing glaucoma

Leonardo Seidi Shigueoka, José Paulo Cabral de Vasconcellos, Rui Barroso Schimiti, Alexandre Soares Castro Reis, Gabriel Ozeas de Oliveira, Edson Satoshi Gomi, Jayme Augusto Rocha Vianna, Renato Dichetti dos Reis Lisboa, Felipe Andrade Medeiros, Vital Paulino Costa

published 05 Dec 2018

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Estimation of paddy rice leaf area index using machine learning methods based on hyperspectral data from multi-year experiments

Li Wang, Qingrui Chang, Jing Yang, Xiaohua Zhang, Fenling Li

published 05 Dec 2018

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Automatic classification of pediatric pneumonia based on lung ultrasound pattern recognition

Malena Correa, Mirko Zimic, Franklin Barrientos, Ronald Barrientos, Avid Román-Gonzalez, Mónica J. Pajuelo, Cynthia Anticona, Holger Mayta, Alicia Alva, Leonardo Solis-Vasquez, Dante Anibal Figueroa, Miguel A. Chavez, Roberto Lavarello, Benjamín Castañeda, Valerie A. Paz-Soldán, William Checkley, Robert H. Gilman, Richard Oberhelman

published 05 Dec 2018

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Biomarkers of erosive arthritis in systemic lupus erythematosus: Application of machine learning models

Fulvia Ceccarelli, Marco Sciandrone, Carlo Perricone, Giulio Galvan, Enrica Cipriano, Alessandro Galligari, Tommaso Levato, Tania Colasanti, Laura Massaro, Francesco Natalucci, Francesca Romana Spinelli, Cristiano Alessandri, Guido Valesini, Fabrizio Conti

published 04 Dec 2018

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