Litcius/Paper detail

Caltech Conte Center, a multimodal data resource for exploring social cognition and decision-making

Dorit Kliemann, Ralph Adolphs, Tim Armstrong, Paola Galdi, David A. Kahn, Tessa Rusch, A. Zeynep Enkavi, Dehua Liang, Steven Lograsso, Wenying Zhu, Rona Yu, Remya Nair, Lynn K. Paul, J. Michael Tyszka

2022Scientific Data26 citationsDOIOpen Access PDF

Abstract

This data release of 117 healthy community-dwelling adults provides multimodal high-quality neuroimaging and behavioral data for the investigation of brain-behavior relationships. We provide structural MRI, resting-state functional MRI, movie functional MRI, together with questionnaire-based and task-based psychological variables; many of the participants have multiple datasets from retesting over the course of several years. Our dataset is distinguished by utilizing open-source data formats and processing tools (BIDS, FreeSurfer, fMRIPrep, MRIQC), providing data that is thoroughly quality checked, preprocessed to various extents and available in multiple anatomical spaces. A customizable denoising pipeline is provided as open-source code that includes tools for the generation of functional connectivity matrices and initialization of individual difference analyses. Behavioral data include a comprehensive set of psychological assessments on gold-standard instruments encompassing cognitive function, mood and personality, together with exploratory factor analyses. The dataset provides an in-depth, multimodal resource for investigating associations between individual differences, brain structure and function, with a focus on the domains of social cognition and decision-making.

Topics & Concepts

Computer scienceCognitionNeuroimagingSet (abstract data type)Pipeline (software)Resource (disambiguation)Data qualityArtificial intelligenceData sciencePsychologyComputer networkNeurosciencePsychiatryMetric (unit)EconomicsOperations managementProgramming languageFunctional Brain Connectivity StudiesNeural dynamics and brain functionMental Health Research Topics