Development of deep ensembles to screen for autism and symptom severity using retinal photographs

JAMA Network Open

2023-12-15

(Press-News.org) About The Study: The findings of this diagnostic study of 1,890 eyes of 958 participants support the potential of artificial intelligence as an objective tool in screening for autism spectrum disorder (ASD) and possibly for symptom severity using retinal photographs. Retinal photograph use may speed the ASD screening process, which may help improve accessibility to specialized child psychiatry assessments currently strained by limited resources.

Authors: Yu Rang Park, Ph.D., and Keun-Ah Cheon, M.D., Ph.D., of the Yonsei University College of Medicine in Seoul, Republic of Korea, are the corresponding authors.

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(doi:10.1001/jamanetworkopen.2023.47692)

Editor’s Note: Please see the article for additional information, including other authors, author contributions and affiliations, conflict of interest and financial disclosures, and funding and support.

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About JAMA Network Open: JAMA Network Open is an online-only open access general medical journal from the JAMA Network. On weekdays, the journal publishes peer-reviewed clinical research and commentary in more than 40 medical and health subject areas. Every article is free online from the day of publication.

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Development of deep ensembles to screen for autism and symptom severity using retinal photographs

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