A Survey on Brain Age Prediction Models

doi:http://doi.one/10.1729/Journal.32283

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Paper Details

Paper Title

A Survey on Brain Age Prediction Models

Authors

Gopika Sreekumar, Soumya Kumari L .K

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Abstract

Brain age is simply the age predicted from MRI images. As age of a person increases there will be some changes in brain structure which will be different for male and female. Brain Aging has a deeper connection with white matter and gray matter concentration. Hence if there is a diversification in the concentration of white matter and gray matter it will affect aging of brain. Brain Age has been proven as a biomarker for finding neurodegenerative diseases. In this study, here summarize various prediction methods which is used for brain age estimation in last 11 years. The study will include dilemmas in the study and future possibilities of brain age proposed by existing models.

Keywords- Brain age, survey, Brain age prediction models.

Publication Details

Unique Identification Number - IJEDR2204011
Page Number(s) - 75-79
Pubished in - Volume 10 | Issue 4 | December 2022
DOI (Digital Object Identifier) - http://doi.one/10.1729/Journal.32283
Publisher - IJEDR (ISSN - 2321-9939)

Cite this Article

Gopika Sreekumar, Soumya Kumari L .K, "A Survey on Brain Age Prediction Models", International Journal of Engineering Development and Research (IJEDR), ISSN:2321-9939, Volume.10, Issue 4, pp.75-79, December 2022, Available at :http://www.ijedr.org/papers/IJEDR2204011.pdf

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