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Inferring neurocognition using artificial intelligence on brain MRIs. | LitMetric

Inferring neurocognition using artificial intelligence on brain MRIs.

Front Neuroimaging

Department of Pediatrics, Boston Children's Hospital, Harvard Medical School, Boston, MA, United States.

Published: November 2024

AI Article Synopsis

Article Abstract

Brain magnetic resonance imaging (MRI) offers a unique lens to study neuroanatomic support of human neurocognition. A core mystery is the MRI explanation of individual differences in neurocognition and its manifestation in intelligence. The past four decades have seen great advancement in studying this century-long mystery, but the sample size and population-level studies limit the explanation at the individual level. The recent rise of big data and artificial intelligence offers novel opportunities. Yet, data sources, harmonization, study design, and interpretation must be carefully considered. This review aims to summarize past work, discuss rising opportunities and challenges, and facilitate further investigations on artificial intelligence inferring human neurocognition.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11631947PMC
http://dx.doi.org/10.3389/fnimg.2024.1455436DOI Listing

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