A data science roadmap for open science organizations engaged in early-stage drug discovery

K Edfeldt, AM Edwards, O Engkvist, J Günther… - Nature …, 2024 - nature.com
Abstract The Structural Genomics Consortium is an international open science research
organization with a focus on accelerating early-stage drug discovery, namely hit discovery …

[HTML][HTML] Leveraging Administrative Health Databases to Address Health Challenges in Farming Populations: Scoping Review and Bibliometric Analysis (1975-2024)

P Petit, N Vuillerme - JMIR Public Health and Surveillance, 2025 - publichealth.jmir.org
Background Although agricultural health has gained importance, to date, much of the
existing research relies on traditional epidemiological approaches that often face limitations …

Just What do You Think You're Doing, Dave?'A Checklist for Responsible Data Use in NLP

A Rogers, T Baldwin, K Leins - arXiv preprint arXiv:2109.06598, 2021 - arxiv.org
A key part of the NLP ethics movement is responsible use of data, but exactly what that
means or how it can be best achieved remain unclear. This position paper discusses the …

Seven steps to enhance open science practices in animal science

R Muñoz-Tamayo, BL Nielsen, M Gagaoua… - PNAS …, 2022 - academic.oup.com
Abstract The Open Science movement aims at ensuring accessibility, reproducibility, and
transparency of research. The adoption of Open Science practices in animal science …

Ten simple rules for getting and giving credit for data

EM Wood-Charlson, Z Crockett… - PLOS Computational …, 2022 - journals.plos.org
Data is a hot topic and for good reason—it can be challenging to generate, complicated to
analyze, difficult to describe, and near impossible to share. But, unlike the scientific …

Data literacy in genome research

K Wolff, R Friedhoff, F Schwarzer… - Journal of Integrative …, 2024 - degruyter.com
With an ever increasing amount of research data available, it becomes constantly more
important to possess data literacy skills to benefit from this valuable resource. An integrative …

[PDF][PDF] Governing agricultural data: Challenges and recommendations

M Devare, E Arnaud, E Antezana… - … Responsible Plant Data …, 2023 - library.oapen.org
The biomedical domain has shown that in silico analyses over vast data pools enhances the
speed and scale of scientific innovation. This can hold true in agricultural research and …

Exploring the potential of metatranscriptomics to describe microbial communities and their effects in molluscs

M Rey-Campos, R Ríos-Castro… - International journal of …, 2022 - mdpi.com
Metatranscriptomics has emerged as a very useful technology for the study of microbiomes
from RNA-seq reads. This method provides additional information compared to the …

[HTML][HTML] An examination of data reuse practices within highly cited articles of faculty at a research university

HJ Imker, H Luong, WH Mischo… - The Journal of Academic …, 2021 - Elsevier
Data sharing and reuse are regarded as important components of the research workflow
and key elements in open science. While reuse is well-documented in some circumstances …

Best practices for data management and sharing in experimental biomedical research

T Cunha-Oliveira, JPA Ioannidis… - Physiological …, 2024 - journals.physiology.org
Effective data management is crucial for scientific integrity and reproducibility, a cornerstone
of scientific progress. Well-organized and well-documented data enable validation and …