Combining Citizen Science and Deep Learning to Amplify Expertise in Neuroimaging

Big Data promises to advance science through data-driven discovery. However, many standard lab protocols rely on manual examination, which is not feasible for large-scale datasets. Meanwhile, automated approaches lack the accuracy of expert examination. We propose to (1) start with expertly labeled...

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Bibliographic Details

Published in:	Frontiers in Neuroinformatics
Main Authors:	Anisha Keshavan, Jason D. Yeatman, Ariel Rokem
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2019-05-01
Subjects:	citizen science (CS) deep learning (DL) brain imaging MRI-magnetic resonance imaging brain development
Online Access:	https://www.frontiersin.org/article/10.3389/fninf.2019.00029/full