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Machine learning

An efficient mixture of deep and machine learning models for COVID-19 diagnosis in chest X-ray images

Dingding Wang, Jiaqing Mo, Gang Zhou, Liang Xu, Yajun Liu

published 17 Nov 2020

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Using the National Trauma Data Bank (NTDB) and machine learning to predict trauma patient mortality at admission

Evan J. Tsiklidis, Carrie Sims, Talid Sinno, Scott L. Diamond

published 17 Nov 2020

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Fault diagnosis method of submersible screw pump based on random forest

Minzheng Jiang, Tiancai Cheng, Kangxing Dong, Shufan Xu, Yulong Geng

published 16 Nov 2020

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Real-time drone derived thermal imagery outperforms traditional survey methods for an arboreal forest mammal

Ryan R. Witt, Chad T. Beranek, Lachlan G. Howell, Shelby A. Ryan, John Clulow, Neil R. Jordan, Bob Denholm, Adam Roff

published 16 Nov 2020

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Improving five-year survival prediction via multitask learning across HPV-related cancers

Andre Goncalves, Braden Soper, Mari Nygård, Jan F. Nygård, Priyadip Ray, David Widemann, Ana Paula Sales

published 16 Nov 2020

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Predicting time to graduation at a large enrollment American university

John M. Aiken, Riccardo De Bin, Morten Hjorth-Jensen, Marcos D. Caballero

published 13 Nov 2020

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Repurposing therapeutics for COVID-19: Rapid prediction of commercially available drugs through machine learning and docking

Sovesh Mohapatra, Prathul Nath, Manisha Chatterjee, Neeladrisingha Das, Deepjyoti Kalita, Partha Roy, Soumitra Satapathi

published 12 Nov 2020

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Machine learning in predicting respiratory failure in patients with COVID-19 pneumonia—Challenges, strengths, and opportunities in a global health emergency

Davide Ferrari, Jovana Milic, Roberto Tonelli, Francesco Ghinelli, Marianna Meschiari, Sara Volpi, Matteo Faltoni, Giacomo Franceschi, Vittorio Iadisernia, Dina Yaacoub, Giacomo Ciusa, Erica Bacca, Carlotta Rogati, Marco Tutone, Giulia Burastero, Alessandro Raimondi, Marianna Menozzi, Erica Franceschini, Gianluca Cuomo, Luca Corradi, Gabriella Orlando, Antonella Santoro, Margherita Digaetano, Cinzia Puzzolante, Federica Carli, Vanni Borghi, Andrea Bedini, Riccardo Fantini, Luca Tabbì, Ivana Castaniere, Stefano Busani, Enrico Clini, Massimo Girardis, Mario Sarti, Andrea Cossarizza, Cristina Mussini, Federica Mandreoli, Paolo Missier, Giovanni Guaraldi

published 12 Nov 2020

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Performance of deep learning to detect mastoiditis using multiple conventional radiographs of mastoid

Kyong Joon Lee, Inseon Ryoo, Dongjun Choi, Leonard Sunwoo, Sung-Hye You, Hye Na Jung

published 11 Nov 2020

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CheXLocNet: Automatic localization of pneumothorax in chest radiographs using deep convolutional neural networks

Hongyu Wang, Hong Gu, Pan Qin, Jia Wang

published 09 Nov 2020

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LDA filter: A Latent Dirichlet Allocation preprocess method for Weka

P. Celard, A. Seara Vieira, E. L. Iglesias, L. Borrajo

published 09 Nov 2020

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Roles of the prefrontal cortex in learning to time the onset of pre-existing motor programs

Beom-Chan Lee, Jongkwan Choi, Bernard J. Martin

published 09 Nov 2020

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Evaluation of classification and forecasting methods on time series gene expression data

Nafis Irtiza Tripto, Mohimenul Kabir, Md. Shamsuzzoha Bayzid, Atif Rahman

published 06 Nov 2020

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