8 papers · ranked by Valyu relevance
Nitesh Kumar Sharma, Ram Ayyala, Dhrithi Deshpande, Yesha M Patel + 11 more
Data-driven computational analysis is becoming increasingly important in biomedical research, as the amount of data being generated continues to grow. However, the lack of practices of sharing research outputs, such as data, source code and methods, affects transparency and reproducibility of studies, which are…
K. A. S. Mislan, Jeffrey M. Heer, Ethan P. White
Journals can promote the release of code used in ecological studies though a combination of increasing the visibility and discoverability of code and software and requiring code archiving. One way to increase visibility is to indicate code availability in the table of contents of all formats of the journal and have…
Stylianos Serghiou, Despina G. Contopoulos-Ioannidis, Kevin W. Boyack, Nico Riedel + 2 more
Recent concerns about the reproducibility of science have led to several calls for more open and transparent research practices and for the monitoring of potential improvements over time. However, with tens of thousands of new biomedical articles published per week, manually mapping and monitoring changes in…
Gabriel Heckerman, Eileen Tzng, Arely Campos-Melendez, Chisomaga Ekwueme + 1 more
Several fields have described low reproducibility of scientific research and poor accessibility in research reporting practices. Although previous reports have investigated accessible reporting practices that lead to reproducible research in other fields, to date no study has explored the extent of accessible and…
Adarsh Sivasankaran, Eric Williams, Mark Albrecht, Galen E. Switzer + 2 more
The success of Unrelated Donor stem-cell transplants depends not only on finding genetically matched donors but also on donor availability. On average 50% of potential donors in the NMDP database are unavailable for a variety of reasons, after initially matching a patient, with significant variations in availability…
Marc Dillmann, Julien Siebert, Adam Trendowicz
Result: Our results show that, controlling for the number of logical lines of codes (LLOC), cross-entropy computed by LLMs is indeed a predictor of maintainability on a class level (the higher the cross-entropy the lower the maintainability). However, this relation is reversed when one does not control for LLOC (e.g.…
Waqar Ahmed, Osman Hasan
Availability analysis is used to assess the possible failures and their restoration process for a given system. This analysis involves the calculation of instantaneous and steady-state availabilities of the individual system components and the usage of this information along with the commonly used availability modeling…
Layan Bahaidarah, Ethan Hung, Andreas Francisco De Melo Oliveira, Jyotsna Penumaka + 2 more
'Jyotsna Penumaka' 'Lukas Rosario' 'A. Trisovic'] Abstract—An essential part of research and scientific communication is researchers' ability to reproduce the results of others. While there have been increasing standards for authors to make data and code available, many of these files are hard to reexecute in practice…