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Brain Imaging

Brain Imaging

Brain imaging technologies provide critical insights into both the structure and function of the human brain, enabling medical professionals and researchers to diagnose, study, and treat neurological disorders or psychiatric disorders more effectively.
These technologies include computerized axial tomography (CAT or CT scans), positron-emission tomography (PET scans), magnetic resonance imaging (MRI), functional magnetic resonance imaging (fMRI), and Transcranial Magnetic Stimulation (TMS).

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Related Experiment Video

Updated: Jun 20, 2026

Deep Brain Stimulation with Simultaneous fMRI in Rodents

Deep Brain Stimulation with Simultaneous fMRI in Rodents

Published on: February 15, 2014

A very simple, re-executable neuroimaging publication.

Satrajit S Ghosh^1,2, Jean-Baptiste Poline³, David B Keator⁴

¹McGovern Institute for Brain Research, Massachusetts Institute of Technology: MIT, Cambridge, MA, USA.

|August 9, 2017

Summary

This summary is machine-generated.

Ensuring reproducible research in neuroimaging is crucial. This study presents procedures for verifiable, re-executable publications, defining data, workflows, and environments for robust scientific findings.

Keywords:

Neuroimaging analysis re-executable publication reproducibility

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Last Updated: Jun 20, 2026

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Area of Science:

Neuroimaging
Computational Neuroscience
Scientific Computing

Background:

Reproducible research is fundamental to scientific integrity.
The neuroimaging community has not fully adopted re-executable workflow standards.
Lack of standardized re-executability hinders verification of neuroimaging findings.

Purpose of the Study:

To establish a framework for verifiable and re-executable neuroimaging publications.
To address the gap in re-executability within the neuroimaging research community.
To provide clear procedures for defining neuroimaging analysis components.

Main Methods:

Documenting procedures for defining data, workflow, and execution environments.
Integrating supplemental materials with manuscripts for comprehensive documentation.
Focusing on unambiguous definition of all analysis components.

Main Results:

A set of documented procedures for creating verifiable neuroimaging publications.
Clear guidelines for defining the data, workflow, execution environment, and results.
A foundation for assessing the generalizability and reproducibility of neuroimaging findings.

Conclusions:

Implementing these procedures enhances the re-executability of neuroimaging studies.
Re-executable publications are essential for validating scientific conclusions.
This work facilitates rigorous examination of neuroimaging research reproducibility.