Challenges with reproducibility

V Bajpai, M Kühlewind, J Ott, J Schönwälder… - … of the reproducibility …, 2017 - dl.acm.org
The Computer Science (CS) culture is gentle to accepting papers that are non-reproducible
as long as they appear plausible. In this paper, we discuss some of the challenges with …

Challenges to the reproducibility of machine learning models in health care

AL Beam, AK Manrai, M Ghassemi - Jama, 2020 - jamanetwork.com
… presents unique challenges and obstacles to reproducibility, … Reproducibility is a minimal
prerequisite for the creation of … a scientific study to be “reproducible” is complex and has been …

Enhancing reproducibility: Failures from Reproducibility Initiatives underline core challenges

K Mullane, M Williams - Biochemical pharmacology, 2017 - Elsevier
… Efforts to address reproducibility concerns in biomedical … Another approach to addressing
reproducibility are Reproducibility … efforts to improve reproducibility, confounding attempts to …

Issues and challenges to reproducibility of cancer research: a commentary

JA Teixeira da Silva - Future Oncology, 2022 - Taylor & Francis
Cancer research is frequently indicated as being in a crisis, and more specifically a reproducibility
crisis. This paper highlights some of the trials and tribulations that select groups have …

Computational reproducibility: state-of-the-art, challenges, and database research opportunities

J Freire, P Bonnet, D Shasha - Proceedings of the 2012 ACM SIGMOD …, 2012 - dl.acm.org
… Even though it is clear that reproducible computational experiments will make science
better, there are many challenges that need to be addressed, including: how to create and …

[HTML][HTML] The challenge of reproducibility and accuracy in nutrition research: resources and pitfalls

BC Sorkin, AJ Kuszak, JS Williamson, DC Hopp… - Advances in …, 2016 - Elsevier
… Efforts to optimize the reproducibility of biomedical research … for product characterization
and reproducibility of outcomes, … batch-to-batch product reproducibility, but combined with …

Scientific workflows for computational reproducibility in the life sciences: Status, challenges and opportunities

S Cohen-Boulakia, K Belhajjame, O Collin… - Future Generation …, 2017 - Elsevier
… To do so, we define several kinds of reproducibility that can … to be catered for by
reproducibility-friendly scientific workflow … the remaining challenges posed by reproducible

[图书][B] Reproducibility: principles, problems, practices, and prospects

H Atmanspacher, S Maasen - 2016 - books.google.com
… are confronted with practical reproducibility problems in their … to better understand the
challenges of reproducibility. In addition, … treatment of the reproducibility challenges facing science …

Responding to the growing issue of research reproducibility

DR Baer, IS Gilmore - Journal of Vacuum Science & Technology A, 2018 - pubs.aip.org
… The initial efforts of the American Vacuum Society to raise awareness of a new generation
of reproducibility challenges and provide tools to help address them serve as examples of …

Reproducibility of challenge tests at different times

B Weeke, F Madsen, L Frølund - Chest, 1987 - Elsevier
… Each clinic or laboratory needs to perform reproducibility studies on bronchial challenge
challenge and gives some data on the reproducibility of the challenge tests. Bronchial …