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At both individual and cohort levels, the CNN provides detailed anatomic maps of brain aging patterns that reveal sex dimorphisms and neurocognitive trajectories in adults with mild cognitive impairment (MCI,\n                    <jats:italic>N<\/jats:italic>\n                    \u2004=\u2004351) and Alzheimer\u2019s disease (AD,\n                    <jats:italic>N<\/jats:italic>\n                    \u2004=\u2004359). In individuals with MCI (54% of whom were diagnosed with dementia within 10.9 y from MRI acquisition), BA is significantly better than CA in capturing dementia symptom severity, functional disability, and executive function. Profiles of sex dimorphism and lateralization in brain aging also map onto patterns of neuroanatomic change that reflect cognitive decline. Significant associations between BA and neurocognitive measures suggest that the proposed framework can map, systematically, the relationship between aging-related neuroanatomy changes in CN individuals and in participants with MCI or AD. Early identification of such neuroanatomy changes can help to screen individuals according to their AD risk.\n                  <\/jats:p>","DOI":"10.1073\/pnas.2214634120","type":"journal-article","created":{"date-parts":[[2023,1,3]],"date-time":"2023-01-03T15:21:36Z","timestamp":1672759296000},"update-policy":"https:\/\/doi.org\/10.1073\/pnas.cm10313","source":"Crossref","is-referenced-by-count":125,"title":["Anatomically interpretable deep learning of brain age captures domain-specific cognitive impairment"],"prefix":"10.1073","volume":"120","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6411-7441","authenticated-orcid":false,"given":"Chenzhong","family":"Yin","sequence":"first","affiliation":[{"name":"Ming Hsieh Department of Electrical and Computer Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA 90089"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7205-4177","authenticated-orcid":false,"given":"Phoebe","family":"Imms","sequence":"additional","affiliation":[{"name":"Ethel Percy Andrus Gerontology Center, Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8070-6665","authenticated-orcid":false,"given":"Mingxi","family":"Cheng","sequence":"additional","affiliation":[{"name":"Ming Hsieh Department of Electrical and Computer Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA 90089"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8210-5030","authenticated-orcid":false,"given":"Anar","family":"Amgalan","sequence":"additional","affiliation":[{"name":"Ethel Percy Andrus Gerontology Center, Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3535-7280","authenticated-orcid":false,"given":"Nahian F.","family":"Chowdhury","sequence":"additional","affiliation":[{"name":"Ethel Percy Andrus Gerontology Center, Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Roy J.","family":"Massett","sequence":"additional","affiliation":[{"name":"Ethel Percy Andrus Gerontology Center, Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3048-6710","authenticated-orcid":false,"given":"Nikhil N.","family":"Chaudhari","sequence":"additional","affiliation":[{"name":"Ethel Percy Andrus Gerontology Center, Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089"},{"name":"Corwin D. 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