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Decision trees

Statistical and machine learning approaches to predict the necessity for computed tomography in children with mild traumatic brain injury

Tadashi Miyagawa, Marina Saga, Minami Sasaki, Miyuki Shimizu, Akira Yamaura

published 03 Jan 2023

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Exploring reproductive trajectories of youths of Oromia, Ethiopia: A life course approach

Tariku Dejene, Eshetu Gurmu

published 30 Dec 2022

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Quantifying the relative contributions of habitat modification and mammalian predators on landscape-scale declines of a threatened river specialist duck

Amy L. Whitehead, John R. Leathwick, Douglas J. Booker, Angus R. McIntosh

published 30 Dec 2022

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Research on prediction of compressive strength of fly ash and slag mixed concrete based on machine learning

Meng Wang, Jiaxu Kang, Weiwei Liu, Jinshuai Su, Meng Li

published 27 Dec 2022

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Prediction of hospital readmission of multimorbid patients using machine learning models

Jules Le Lay, Edgar Alfonso-Lizarazo, Vincent Augusto, Bienvenu Bongue, Malek Masmoudi, Xiaolan Xie, Baptiste Gramont, Thomas Célarier

published 22 Dec 2022

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The impact of ultrasound-based antenatal screening strategies to detect vasa praevia in the United Kingdom: An exploratory study using decision analytic modelling methods

Benjamin Ruban-Fell, George Attilakos, Tao Haskins-Coulter, Christopher Hyde, Jeanette Kusel, Anne Mackie, Oliver Rivero-Arias, Basky Thilaganathan, Nigel Thomson, Cristina Visintin, John Marshall

published 20 Dec 2022

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Using machine learning to study the effect of medication adherence in Opioid Use Disorder

David Warren, Amir Marashi, Arwa Siddiqui, Asim Adnan Eijaz, Pooja Pradhan, David Lim, Gary Call, Mark Dras

published 15 Dec 2022

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STRAINS: A big data method for classifying cellular response to stimuli at the tissue scale

Jingyang Zheng, Thomas Wyse Jackson, Lisa A. Fortier, Lawrence J. Bonassar, Michelle L. Delco, Itai Cohen

published 08 Dec 2022

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Evaluating the influence of a constraint manipulation on technical, tactical and physical athlete behaviour

Ben Teune, Carl Woods, Alice Sweeting, Mathew Inness, Sam Robertson

published 01 Dec 2022

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Intelligent personalized shopping recommendation using clustering and supervised machine learning algorithms

Nail Chabane, Achraf Bouaoune, Reda Tighilt, Moloud Abdar, Alix Boc, Etienne Lord, Nadia Tahiri, Bogdan Mazoure, U. Rajendra Acharya, Vladimir Makarenkov

published 01 Dec 2022

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A novel customer churn prediction model for the telecommunication industry using data transformation methods and feature selection

Joydeb Kumar Sana, Mohammad Zoynul Abedin, M. Sohel Rahman, M. Saifur Rahman

published 01 Dec 2022

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Developing a classification system to assign activity states to two species of freshwater turtles

Anne-Christine Auge, Gabriel Blouin-Demers, Dennis L. Murray

published 30 Nov 2022

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Prevention of congenital toxoplasmosis in France using prenatal screening: A decision-analytic economic model

Larry Sawers, Martine Wallon, Laurent Mandelbrot, Isabelle Villena, Eileen Stillwaggon, François Kieffer

published 04 Nov 2022

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