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Predicting diffusion-FLAIR mismatch from B1000 and ADC without FLAIR: A deep learning-based approach.

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Title: Predicting diffusion-FLAIR mismatch from B1000 and ADC without FLAIR: A deep learning-based approach.
Authors: Kim PJ; Graduate School of Artificial Intelligence, Ulsan National Institute of Science and Technology, Ulsan, South Korea., Kim D; Graduate School of Artificial Intelligence, Ulsan National Institute of Science and Technology, Ulsan, South Korea., Lee J; Department of Neurology, Inje University Haeundae Paik Hospital, Busan, South Korea., Kim HC; Department of Neurology, Ulsan Hospital, Ulsan, South Korea., Seo JH; Department of Neurology, Dong-A University College of Medicine, Busan, South Korea., Lee S; Department of Neurology, Busan Paik Hospital, Inje University College of Medicine, Busan, South Korea., Kwon DH; Department of Neurology, Yeungnam University College of Medicine, Daegu, South Korea., Park H; Department of Neurology, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu, South Korea., Kim CH; Department of Neurology, Gyeongsang National University Hospital, Jinju, South Korea., Lee HJ; Department of Radiology, Haeundae Paik Hospital, Inje University, Busan, South Korea., Kang Y; Seoil Medical Group Clinic, Busan, South Korea., Yoo J; Graduate School of Artificial Intelligence, Ulsan National Institute of Science and Technology, Ulsan, South Korea. jaejun.yoo@unist.ac.kr., Park S; Department of Neurology, College of Medicine, Hanyang University Guri Hospital, Hanyang University, Guri, South Korea. risepsh@gmail.com.; Department of Neurology, Kyung Hee University Graduate School, Seoul, South Korea. risepsh@gmail.com.
Source: Scientific reports [Sci Rep] 2026 Jun 02. Date of Electronic Publication: 2026 Jun 02.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Kim+PJ%22">Kim PJ</searchLink>; Graduate School of Artificial Intelligence, Ulsan National Institute of Science and Technology, Ulsan, South Korea.<br /><searchLink fieldCode="AU" term="%22Kim+D%22">Kim D</searchLink>; Graduate School of Artificial Intelligence, Ulsan National Institute of Science and Technology, Ulsan, South Korea.<br /><searchLink fieldCode="AU" term="%22Lee+J%22">Lee J</searchLink>; Department of Neurology, Inje University Haeundae Paik Hospital, Busan, South Korea.<br /><searchLink fieldCode="AU" term="%22Kim+HC%22">Kim HC</searchLink>; Department of Neurology, Ulsan Hospital, Ulsan, South Korea.<br /><searchLink fieldCode="AU" term="%22Seo+JH%22">Seo JH</searchLink>; Department of Neurology, Dong-A University College of Medicine, Busan, South Korea.<br /><searchLink fieldCode="AU" term="%22Lee+S%22">Lee S</searchLink>; Department of Neurology, Busan Paik Hospital, Inje University College of Medicine, Busan, South Korea.<br /><searchLink fieldCode="AU" term="%22Kwon+DH%22">Kwon DH</searchLink>; Department of Neurology, Yeungnam University College of Medicine, Daegu, South Korea.<br /><searchLink fieldCode="AU" term="%22Park+H%22">Park H</searchLink>; Department of Neurology, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu, South Korea.<br /><searchLink fieldCode="AU" term="%22Kim+CH%22">Kim CH</searchLink>; Department of Neurology, Gyeongsang National University Hospital, Jinju, South Korea.<br /><searchLink fieldCode="AU" term="%22Lee+HJ%22">Lee HJ</searchLink>; Department of Radiology, Haeundae Paik Hospital, Inje University, Busan, South Korea.<br /><searchLink fieldCode="AU" term="%22Kang+Y%22">Kang Y</searchLink>; Seoil Medical Group Clinic, Busan, South Korea.<br /><searchLink fieldCode="AU" term="%22Yoo+J%22">Yoo J</searchLink>; Graduate School of Artificial Intelligence, Ulsan National Institute of Science and Technology, Ulsan, South Korea. jaejun.yoo@unist.ac.kr.<br /><searchLink fieldCode="AU" term="%22Park+S%22">Park S</searchLink>; Department of Neurology, College of Medicine, Hanyang University Guri Hospital, Hanyang University, Guri, South Korea. risepsh@gmail.com.; Department of Neurology, Kyung Hee University Graduate School, Seoul, South Korea. risepsh@gmail.com.
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