Article

Brain-age prediction: a systematic comparison of machine learning workflows

2022-11-17

Abstract excerpt

The difference between age predicted using anatomical brain scans and chronological age, i.e., the brain-age delta, provides a proxy for atypical aging. Various data representations and machine learning (ML) algorithms have been used for brain-age estimation. However, how these choices compare on performance criteria important for real-world applications, such as; (1) within-site accuracy, (2) cross-site generaliz...

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Literature Corpus work: 86504206-c975-5806-a34d-98d8572d4917
DOI: 10.1101/2022.11.16.515405

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