Big data for health

J Andreu-Perez, CCY Poon… - IEEE journal of …, 2015 - ieeexplore.ieee.org
This paper provides an overview of recent developments in big data in the context of
biomedical and health informatics. It outlines the key characteristics of big data and how …

Long-term consequences of traumatic brain injury: current status of potential mechanisms of injury and neurological outcomes

HM Bramlett, WD Dietrich - Journal of neurotrauma, 2015 - liebertpub.com
Traumatic brain injury (TBI) is a significant clinical problem with few therapeutic interventions
successfully translated to the clinic. Increased importance on the progressive, long-term …

Topological data analysis for discovery in preclinical spinal cord injury and traumatic brain injury

JL Nielson, J Paquette, AW Liu, CF Guandique… - Nature …, 2015 - nature.com
Data-driven discovery in complex neurological disorders has potential to extract meaningful
syndromic knowledge from large, heterogeneous data sets to enhance potential for …

Translational stroke research: vision and opportunities

F Bosetti, JI Koenig, C Ayata, SA Back, K Becker… - Stroke, 2017 - Am Heart Assoc
Bosetti et al NINDS Workshop Recommendations 2633 academia, industry, the Food and
Drug Administration, and other public and private funding agencies. In the context of this …

Data sharing in psychology.

ME Martone, A Garcia-Castro… - American …, 2018 - psycnet.apa.org
Routine data sharing, defined here as the publication of the primary data and any supporting
materials required to interpret the data acquired as part of a research study, is still in its …

[HTML][HTML] Refining rodent models of spinal cord injury

E Lilley, MR Andrews, EJ Bradbury, H Elliott… - Experimental …, 2020 - Elsevier
This report was produced by an Expert Working Group (EWG) consisting of UK-based
researchers, veterinarians and regulators of animal experiments with specialist knowledge …

[HTML][HTML] The influence of neuron-extrinsic factors and aging on injury progression and axonal repair in the central nervous system

TC Sutherland, CG Geoffroy - Frontiers in cell and developmental …, 2020 - frontiersin.org
In the aging western population, the average age of incidence for spinal cord injury (SCI)
has increased, as has the length of survival of SCI patients. This places great importance on …

Minimum information about a spinal cord injury experiment: a proposed reporting standard for spinal cord injury experiments

VP Lemmon, AR Ferguson, PG Popovich… - Journal of …, 2014 - liebertpub.com
The lack of reproducibility in many areas of experimental science has a number of causes,
including a lack of transparency and precision in the description of experimental …

Behavioral testing in animal models of spinal cord injury

K Fouad, C Ng, DM Basso - Experimental neurology, 2020 - Elsevier
This review is based on a lecture presented at the Craig H. Neilsen Foundation sponsored
Spinal Cord Injury Training Program at Ohio State University. We discuss the advantages …

Reproducible analysis of disease space via principal components using the novel R package syndRomics

A Torres-Espín, A Chou, JR Huie, N Kyritsis… - Elife, 2021 - elifesciences.org
Biomedical data are usually analyzed at the univariate level, focused on a single primary
outcome measure to provide insight into systems biology, complex disease states, and …