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Comparing two deep learning algorithms for acute infarct segmentation on diffusion-weighted imaging in routine clinical practice.

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Title: Comparing two deep learning algorithms for acute infarct segmentation on diffusion-weighted imaging in routine clinical practice.
Authors: Kim H; Department of Neurology, Korea University Guro Hospital, Seoul, Korea., Lee M; Department of Neurology, Korea University Guro Hospital, Seoul, Korea., Lee H; Artificial Intelligence Research Center, JLK Inc, Seoul, Korea., Chung J; National Priority Research Center for Stroke and Department of Neurology, Dongguk University Ilsan Hospital, Goyang, South Korea.; Bioimaging Data Curation Center, Seoul, South Korea., Jeong SW; National Priority Research Center for Stroke and Department of Neurology, Dongguk University Ilsan Hospital, Goyang, South Korea., Gwak DS; National Priority Research Center for Stroke and Department of Neurology, Dongguk University Ilsan Hospital, Goyang, South Korea.; Bioimaging Data Curation Center, Seoul, South Korea., Kim BJ; Department of Neurology, Seoul National University Bundang Hospital, Seongnam, South Korea., Kim JT; Department of Neurology, Chonnam National University Hospital, Gwangju, South Korea., Hong KS; Department of Neurology, Inje University Ilsan Paik Hospital, Goyang, South Korea., Lee KB; Department of Neurology, Soonchunhyang University Hospital, Seoul, South Korea., Park TH; Department of Neurology, Seoul Medical Center, Seoul, South Korea., Park SS; Department of Neurology, Seoul Medical Center, Seoul, South Korea., Park JM; Department of Neurology, Uijeongbu Eulji Medical Center, Uijeongbu, South Korea., Kang K; Department of Neurology, Nowon Eulji Medical Center, Eulji University School of Medicine, Seoul, South Korea., Cho YJ; Department of Neurology, Inje University Ilsan Paik Hospital, Goyang, South Korea., Park HK; Department of Neurology, Inje University Ilsan Paik Hospital, Goyang, South Korea., Lee BC; Department of Neurology, Hallym University Sacred Heart Hospital, Anyang, South Korea., Yu KH; Department of Neurology, Hallym University Sacred Heart Hospital, Anyang, South Korea., Oh MS; Department of Neurology, Hallym University Sacred Heart Hospital, Anyang, South Korea., Lee SJ; Department of Neurology, Eulji University Hospital, Daejeon, South Korea., Kim JG; Department of Neurology, Eulji University Hospital, Daejeon, South Korea., Cha JK; Department of Neurology, Dong-A University Hospital, Busan, South Korea., Kim DH; Department of Neurology, Dong-A University Hospital, Busan, South Korea., Lee J; Department of Neurology, Yeungnam University Hospital, Daegu, South Korea., Park MS; Department of Neurology, Chonnam National University Hospital, Gwangju, South Korea., Kim H; USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA, USA., Bae HJ; Department of Neurology, Seoul National University Bundang Hospital, Seongnam, South Korea., Kim DE; National Priority Research Center for Stroke and Department of Neurology, Dongguk University Ilsan Hospital, Goyang, South Korea.; Bioimaging Data Curation Center, Seoul, South Korea., Kim CK; Department of Neurology, Korea University Guro Hospital, Seoul, Korea., Ryu WS; Artificial Intelligence Research Center, JLK Inc, Seoul, Korea.
Source: Digital health [Digit Health] 2025 Nov 13; Vol. 11, pp. 20552076251396985. Date of Electronic Publication: 2025 Nov 13 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: SAGE Publications Ltd Country of Publication: United States NLM ID: 101690863 Publication Model: eCollection Cited Medium: Print ISSN: 2055-2076 (Print) Linking ISSN: 20552076 NLM ISO Abbreviation: Digit Health Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Comparing two deep learning algorithms for acute infarct segmentation on diffusion-weighted imaging in routine clinical practice.
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  Data: <searchLink fieldCode="AU" term="%22Kim+H%22">Kim H</searchLink>; Department of Neurology, Korea University Guro Hospital, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Lee+M%22">Lee M</searchLink>; Department of Neurology, Korea University Guro Hospital, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Lee+H%22">Lee H</searchLink>; Artificial Intelligence Research Center, JLK Inc, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Chung+J%22">Chung J</searchLink>; National Priority Research Center for Stroke and Department of Neurology, Dongguk University Ilsan Hospital, Goyang, South Korea.; Bioimaging Data Curation Center, Seoul, South Korea.<br /><searchLink fieldCode="AU" term="%22Jeong+SW%22">Jeong SW</searchLink>; National Priority Research Center for Stroke and Department of Neurology, Dongguk University Ilsan Hospital, Goyang, South Korea.<br /><searchLink fieldCode="AU" term="%22Gwak+DS%22">Gwak DS</searchLink>; National Priority Research Center for Stroke and Department of Neurology, Dongguk University Ilsan Hospital, Goyang, South Korea.; Bioimaging Data Curation Center, Seoul, South Korea.<br /><searchLink fieldCode="AU" term="%22Kim+BJ%22">Kim BJ</searchLink>; Department of Neurology, Seoul National University Bundang Hospital, Seongnam, South Korea.<br /><searchLink fieldCode="AU" term="%22Kim+JT%22">Kim JT</searchLink>; Department of Neurology, Chonnam National University Hospital, Gwangju, South Korea.<br /><searchLink fieldCode="AU" term="%22Hong+KS%22">Hong KS</searchLink>; Department of Neurology, Inje University Ilsan Paik Hospital, Goyang, South Korea.<br /><searchLink fieldCode="AU" term="%22Lee+KB%22">Lee KB</searchLink>; Department of Neurology, Soonchunhyang University Hospital, Seoul, South Korea.<br /><searchLink fieldCode="AU" term="%22Park+TH%22">Park TH</searchLink>; Department of Neurology, Seoul Medical Center, Seoul, South Korea.<br /><searchLink fieldCode="AU" term="%22Park+SS%22">Park SS</searchLink>; Department of Neurology, Seoul Medical Center, Seoul, South Korea.<br /><searchLink fieldCode="AU" term="%22Park+JM%22">Park JM</searchLink>; Department of Neurology, Uijeongbu Eulji Medical Center, Uijeongbu, South Korea.<br /><searchLink fieldCode="AU" term="%22Kang+K%22">Kang K</searchLink>; Department of Neurology, Nowon Eulji Medical Center, Eulji University School of Medicine, Seoul, South Korea.<br /><searchLink fieldCode="AU" term="%22Cho+YJ%22">Cho YJ</searchLink>; Department of Neurology, Inje University Ilsan Paik Hospital, Goyang, South Korea.<br /><searchLink fieldCode="AU" term="%22Park+HK%22">Park HK</searchLink>; Department of Neurology, Inje University Ilsan Paik Hospital, Goyang, South Korea.<br /><searchLink fieldCode="AU" term="%22Lee+BC%22">Lee BC</searchLink>; Department of Neurology, Hallym University Sacred Heart Hospital, Anyang, South Korea.<br /><searchLink fieldCode="AU" term="%22Yu+KH%22">Yu KH</searchLink>; Department of Neurology, Hallym University Sacred Heart Hospital, Anyang, South Korea.<br /><searchLink fieldCode="AU" term="%22Oh+MS%22">Oh MS</searchLink>; Department of Neurology, Hallym University Sacred Heart Hospital, Anyang, South Korea.<br /><searchLink fieldCode="AU" term="%22Lee+SJ%22">Lee SJ</searchLink>; Department of Neurology, Eulji University Hospital, Daejeon, South Korea.<br /><searchLink fieldCode="AU" term="%22Kim+JG%22">Kim JG</searchLink>; Department of Neurology, Eulji University Hospital, Daejeon, South Korea.<br /><searchLink fieldCode="AU" term="%22Cha+JK%22">Cha JK</searchLink>; Department of Neurology, Dong-A University Hospital, Busan, South Korea.<br /><searchLink fieldCode="AU" term="%22Kim+DH%22">Kim DH</searchLink>; Department of Neurology, Dong-A University Hospital, Busan, South Korea.<br /><searchLink fieldCode="AU" term="%22Lee+J%22">Lee J</searchLink>; Department of Neurology, Yeungnam University Hospital, Daegu, South Korea.<br /><searchLink fieldCode="AU" term="%22Park+MS%22">Park MS</searchLink>; Department of Neurology, Chonnam National University Hospital, Gwangju, South Korea.<br /><searchLink fieldCode="AU" term="%22Kim+H%22">Kim H</searchLink>; USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Bae+HJ%22">Bae HJ</searchLink>; Department of Neurology, Seoul National University Bundang Hospital, Seongnam, South Korea.<br /><searchLink fieldCode="AU" term="%22Kim+DE%22">Kim DE</searchLink>; National Priority Research Center for Stroke and Department of Neurology, Dongguk University Ilsan Hospital, Goyang, South Korea.; Bioimaging Data Curation Center, Seoul, South Korea.<br /><searchLink fieldCode="AU" term="%22Kim+CK%22">Kim CK</searchLink>; Department of Neurology, Korea University Guro Hospital, Seoul, Korea.<br /><searchLink fieldCode="AU" term="%22Ryu+WS%22">Ryu WS</searchLink>; Artificial Intelligence Research Center, JLK Inc, Seoul, Korea.
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