Reproducible Analyses

 

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Self-reported checklists and quality scoring tools in radiomics: a meta-research

Objective To evaluate the use of reporting checklists and quality scoring tools for self-reporting purposes in radiomics literature. Methods Literature search was conducted in PubMed (date, April 23, 2023). The radiomics literature was sampled at …

Open Intro Statistics

OpenIntro Statistics is a dynamic take on the traditional curriculum, being successfully used at Community Colleges to the Ivy League

Open, rigorous and reproducible research: A practitioner’s handbook

This book starts from the premise that there is a lot we can all do to increase the benefits of research. Let’s consider the main limitations of research that is not carried out and shared in an open, transparent, and reproducible way: If papers …

Data management plans as linked open data: exploiting ARGOS FAIR and machine actionable outputs in the OpenAIRE research graph

Background Open Science Graphs (OSGs) are scientific knowledge graphs representing different entities of the research lifecycle (e.g. projects, people, research outcomes, institutions) and the relationships among them. They present a contextualized …

Platform-controlled social media APIs threaten open science

Social media data enable insights into human behaviour. Researchers can access these data via platform-provided application programming interfaces (APIs), but these come with restrictive usage terms that mean studies cannot be reproduced or …

RPM: An open-source Rotation Platform for open- and closed-loop vestibular stimulation in head-fixed Mice

Head fixation allows the recording and presentation of controlled stimuli and is used to study neural processes underlying spatial navigation. However, it disrupts the head direction system because of the lack of vestibular stimulation. To overcome …

Last Contact: A Science Adventure

Last Contact is a game is a game that is intended to inform people about the open science movement. In the game players encounter common problems of current scientific practice in form of a parody science fiction scenario. The problems that players …

A Primer on Systematic Review and Meta-analysis in Diabetes Research

A systematic review is a rigorous process that involves identifying, selecting, and synthesizing available evidence pertaining to an a priori–defined research question. The resulting evidence base may be summarized qualitatively or through a …

ASL lexicon and reporting recommendations: A consensus report from the ISMRM Open Science Initiative for Perfusion Imaging (OSIPI)

The 2015 consensus statement published by the International Society for Magnetic Resonance in Medicine (ISMRM) Perfusion Study Group and the European Cooperation in Science and Technology ( COST) Action ASL in Dementia aimed to encourage the …
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