Empirical observations of how labs conduct research indicate that the adoption rate of open
practices for transparent, reproducible, and collaborative science remains in its infancy. This …

The sharing of research data is essential to ensure reproducibility and maximize the impact
of public investments in scientific research. Here, we describe OpenNeuro, a BRAIN …

Good scientific practice (GSP) refers to both explicit and implicit rules, recommendations,
and guidelines that help scientists to produce work that is of the highest quality at any given …

The “Narratives” collection aggregates a variety of functional MRI datasets collected while
human subjects listened to naturalistic spoken stories. The current release includes 345 …

In a companion paper by Cohen-Adad et al. we introduce the spine generic quantitative MRI
protocol that provides valuable metrics for assessing spinal cord macrostructural and …

The validity of research results depends on the reliability of analysis methods. In recent
years, there have been concerns about the validity of research that uses diffusion-weighted …

Reference anatomies of the brain ('templates') and corresponding atlases are the foundation
for reporting standardized neuroimaging results. Currently, there is no registry of templates …

Consensus on standards for evaluating models and theories is an integral part of every
science. Nonetheless, in psychology, relatively little focus has been placed on defining …

Abstract The Brain Imaging Data Structure (BIDS) established community consensus on the
organization of data and metadata for several neuroimaging modalities. Traditionally, BIDS …

Pain is a primary driver of action. We often must voluntarily accept pain to gain rewards.
Conversely, we may sometimes forego potential rewards to avoid associated pain. In this …