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Article commentary

First published 2021-1

Evidence of Inflated Prediction Performance: A Commentary on Machine Learning and Suicide Research

Ross Jacobucci, Andrew K. Littlefield, Alexander J. Millner [...]

Clinical Psychological Science

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Research article

First published 2016-12

Comparing the CORAL and Random Forest Approaches for Modelling the In Vitro Cytotoxicity of Silica Nanomaterials

Antonio Cassano, Richard L. Marchese Robinson, Anna Palczewska [...]

Alternatives to Laboratory Animals

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Research article

First published 2020-2

Area Under the Expiratory Flow–Volume Curve (AEX): Actual versus Approximated Values

Octavian C Ioachimescu, James K Stoller

Journal of Investigative Medicine

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Research article

First published 2021-4

Analysis of Unstructured Text-Based Data Using Machine Learning Techniques: The Case of Pediatric Emergency Department Records in Nicaragua

Giulia Lorenzoni, Silvia Bressan, Corrado Lanera [...]

Medical Care Research and Review

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Other

First published 2008-06

Alternative methods to evaluate trial level surrogacy

Josè Cortiñas Abrahantes, Ziv Shkedy, Geert Molenberghs

Clinical Trials

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Research article

First published 2021-12

Variable selection with missing data in both covariates and outcomes: Imputation and machine learning

Liangyuan Hu, Jung-Yi Joyce Lin, Jiayi Ji

Statistical Methods in Medical Research

Open access

Research article

First published 2019

How handling missing data may impact conclusions: A comparison of six different imputation methods for categorical questionnaire data

Marianne Riksheim Stavseth, Thomas Clausen, Jo Røislien

Sage Open Medicine

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Research article

First published 2019-03-26

A novel Bagged Naïve Bayes-Decision Tree approach for multi-class classification problems

Namrata Singh, Pradeep Singh

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2020-01

Machine Learning to Predict In-Hospital Morbidity and Mortality after Traumatic Brain Injury

Kazuya Matsuo, Hideo Aihara, Tomoaki Nakai [...]

Journal of Neurotrauma

Free access

Research article

First published 2023-6

Prediction of delayed reperfusion in patients with incomplete reperfusion following thrombectomy

Adnan Mujanovic, Robin Brigger, Christoph C Kurmann [...]

European Stroke Journal

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