Toward Automated Detection of Silent Cerebral Infarcts in Children and Young Adults With Sickle Cell Anemia.

Yasheng Chen,Yan Wang,Chia-Ling Phuah,Melanie E Fields,Kristin P Guilliams,Slim Fellah,Martin N Reis,Michael M Binkley,Hongyu An,Jin-Moo Lee,Robert C McKinstry,Lori C Jordan,Michael R DeBaun,Andria L Ford

Stroke（2023）

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摘要

UNet, trained using a large pediatric SCA magnetic resonance imaging data set, sensitively detected small SCI in children and young adults with SCA. While additional training is needed, UNet may be integrated into the clinical workflow as a screening tool, aiding in SCI diagnosis.

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关键词

cerebral infarct, deep learning, diagnostic imaging, sickle cell anemia, white matter diseases

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