A Community Effort to Develop Common Data Elements for Pre-Clinical Spinal Cord Injury Research.

ABSTRACT: For nearly 350 years, the process of disseminating scientific knowledge has remained largely unchanged. Scientists conduct experiments, analyze the data, and publish their findings in the form of scientific articles. Since the turn of the century, this process has been challenged by numerous open science and data sharing efforts to enhance transparency, reproducibility, and replicability of scientific research. Big data approaches, together with machine learning and artificial intelligence, are frequently used to gain insight into the ever-growing complexity of biological systems and biomedical research. To utilize these approaches and harness the continuously increasing computational power requires data to be both machine readable and, ideally, harmonized across studies. Therein lies the

SUBMITTER: Fedor BA 

PROVIDER: S-EPMC12408885 | biostudies-literature | 2025

REPOSITORIES: biostudies-literature