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Machine learning

Computational approaches to support comparative analysis of multiparametric tests: Modelling versus Training

John M. S. Bartlett, Jane Bayani, Elizabeth N. Kornaga, Patrick Danaher, Cheryl Crozier, Tammy Piper, Cindy Q. Yao, Janet A. Dunn, Paul C. Boutros, Robert C. Stein, OPTIMA Trial Management Group

published 03 Sep 2020

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3D car-detection based on a Mobile Deep Sensor Fusion Model and real-scene applications

Qiang Zhang, Xiaojian Hu, Ziyi Su, Zhihong Song

published 03 Sep 2020

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PHND: Pashtu Handwritten Numerals Database and deep learning benchmark

Khalil Khan, Byeong-hee Roh, Jehad Ali, Rehan Ullah Khan, Irfan Uddin, Saqlain Hassan, Rabia Riaz, Nasir Ahmad

published 02 Sep 2020

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Effects of pain, sedation and delirium monitoring on clinical and economic outcome: A retrospective study

Marc Deffland, Claudia Spies, Bjoern Weiss, Niklas Keller, Mirjam Jenny, Jochen Kruppa, Felix Balzer

published 02 Sep 2020

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TargetDB: A target information aggregation tool and tractability predictor

Stephane De Cesco, John B. Davis, Paul E. Brennan

published 02 Sep 2020

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Improved estimation of motion blur parameters for restoration from a single image

Wei Zhou, Xingxing Hao, Kaidi Wang, Zhenyang Zhang, Yongxiang Yu, Haonan Su, Kang Li, Xin Cao, Arjan Kuijper

published 01 Sep 2020

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Virtual patients as a tool for training pre-registration pharmacists and increasing their preparedness to practice: A qualitative study

Jessica Thompson, Simon White, Stephen Chapman

published 31 Aug 2020

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Stochastic gradient boosting frequency-severity model of insurance claims

Xiaoshan Su, Manying Bai

published 31 Aug 2020

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Applications of machine learning in behavioral ecology: Quantifying avian incubation behavior and nest conditions in relation to environmental temperature

Wayne D. Hawkins, Sarah E. DuRant

published 28 Aug 2020

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Compressive Big Data Analytics: An ensemble meta-algorithm for high-dimensional multisource datasets

Simeone Marino, Yi Zhao, Nina Zhou, Yiwang Zhou, Arthur W. Toga, Lu Zhao, Yingsi Jian, Yichen Yang, Yehu Chen, Qiucheng Wu, Jessica Wild, Brandon Cummings, Ivo D. Dinov

published 28 Aug 2020

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A novel machine learning strategy for model selections - Stepwise Support Vector Machine (StepSVM)

Chao-Yu Guo, Yu-Chin Chou

published 27 Aug 2020

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A real-time stable-control gait switching strategy for lower-limb rehabilitation exoskeleton

Ziming Guo, Can Wang, Chunning Song

published 27 Aug 2020

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Man vs. machine: Predicting hospital bed demand from an emergency department

Filipe Rissieri Lucini, Mateus Augusto dos Reis, Giovani José Caetano da Silveira, Flavio Sanson Fogliatto, Michel José Anzanello, Giordanna Guerra Andrioli, Rafael Nicolaidis, Rafael Coimbra Ferreira Beltrame, Jeruza Lavanholi Neyeloff, Beatriz D'Agord Schaan

published 27 Aug 2020

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