NDLI: Large-scale automated synthesis of human functional neuroimaging data.

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Large-scale automated synthesis of human functional neuroimaging data.

Content Provider	World Health Organization (WHO)-Global Index Medicus
Author	Yarkoni, Tal Poldrack, Russell A. Nichols, Thomas E. Van Essen, David C. Wager, Tor D.
Description	Country affiliation: United States Author Affiliation: Yarkoni T ( Department of Psychology and Neuroscience, University of Colorado at Boulder, Boulder, Colorado, USA. tal.yarkoni@colorado.edu)
Abstract	The rapid growth of the literature on neuroimaging in humans has led to major advances in our understanding of human brain function but has also made it increasingly difficult to aggregate and synthesize neuroimaging findings. Here we describe and validate an automated brain-mapping framework that uses text-mining, meta-analysis and machine-learning techniques to generate a large database of mappings between neural and cognitive states. We show that our approach can be used to automatically conduct large-scale, high-quality neuroimaging meta-analyses, address long-standing inferential problems in the neuroimaging literature and support accurate 'decoding' of broad cognitive states from brain activity in both entire studies and individual human subjects. Collectively, our results have validated a powerful and generative framework for synthesizing human neuroimaging data on an unprecedented scale.
File Format	HTM / HTML
ISSN	15487091
e-ISSN	15487105
DOI	10.1038/nmeth.1635
Journal	Nature Methods
Issue Number	8
Volume Number	8
Language	English
Publisher	Nature Publishing Group
Publisher Date	2011-06-26
Publisher Place	United States
Access Restriction	Open
Subject Keyword	Discipline Clinical Laboratory Techniques Brain Mapping Brain Physiology Data Mining Magnetic Resonance Imaging Natural Language Processing Periodicals As Topic Research Support, N.i.h., Extramural
Content Type	Text
Resource Type	Article
Subject	Cell Biology Biochemistry Molecular Biology Biotechnology

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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