Transparency and reproducibility in artificial intelligence

International evaluation of an AI system for breast cancer screening

(2020) Scott Mayer McKinney et al.   NATURE

Toward unrestricted use of public genomic data

(2019) Rudolf I. Amann et al.   SCIENCE

Exploration, Inference, and Prediction in Neuroscience and Biomedicine

(2019) Danilo Bzdok et al.   TRENDS IN NEUROSCIENCES

Hemodynamically Significant Coronary Stenosis: Detection with CT Myocardial Perfusion Imaging versus Machine Learning Coronary CT Fractional Flow Reserve

(2019) Christian Loewe   RADIOLOGY

Artificial intelligence faces reproducibility crisis

(2018) Matthew Hutson   SCIENCE

On Reproducible AI: Towards Reproducible Research, Open Science, and Digital Scholarship in AI Publications

(2018) Odd Erik Gundersen et al.   AI MAGAZINE

Reproducible research practices, transparency, and open access data in the biomedical literature, 2015–2017

(2018) Joshua D. Wallach et al.   PLOS BIOLOGY

A curated mammography data set for use in computer-aided detection and diagnosis research

(2017) Rebecca Sawyer Lee et al.   Scientific Data

Enhancing reproducibility for computational methods

(2016) V. Stodden et al.   SCIENCE