Automated Segmentation of MRI White Matter Hyperintensities in 8421 Patients with Acute Ischemic Stroke

Hosung Kim; Wi-Sun Ryu; Dawid Schellingerhout; Jonghyeok Park; Jinyong Chung; Sang-Wuk Jeong; Dong-Seok Gwak; Beom Joon Kim; Joon-Tae Kim; Keun-Sik Hong; Kyung Bok Lee; Tai Hwan Park; Jong-Moo Park; Kyusik Kang; Yong-Jin Cho; Byung-Chul Lee; Kyung-Ho Yu; Mi Sun Oh; Soo Joo Lee; Jae-Kwan Cha; Dae-Hyun Kim; Jun Lee; Man Seok Park; Hee-Joon Bae; Dong-Eog Kim

doi:10.3174/ajnr.A8418

Research ArticleArtificial Intelligence

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Automated Segmentation of MRI White Matter Hyperintensities in 8421 Patients with Acute Ischemic Stroke

Hosung Kim, Wi-Sun Ryu, Dawid Schellingerhout, Jonghyeok Park, Jinyong Chung, Sang-Wuk Jeong, Dong-Seok Gwak, Beom Joon Kim, Joon-Tae Kim, Keun-Sik Hong, Kyung Bok Lee, Tai Hwan Park, Jong-Moo Park, Kyusik Kang, Yong-Jin Cho, Byung-Chul Lee, Kyung-Ho Yu, Mi Sun Oh, Soo Joo Lee, Jae-Kwan Cha, Dae-Hyun Kim, Jun Lee, Man Seok Park, Hee-Joon Bae and Dong-Eog Kim

American Journal of Neuroradiology December 2024, 45 (12) 1885-1894; DOI: https://doi.org/10.3174/ajnr.A8418

Hosung Kim

aFrom the USC Stevens Neuroimaging and Informatics Institute (H.K.), Keck School of Medicine of USC, University of Southern California, Los Angeles, California

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Wi-Sun Ryu

bArtificial Intelligence Research Center (W.-S.R, J.P.), JLK Inc, Seoul, Republic of Korea

cNational Priority Research Center for Stroke and Department of Neurology (W.-S.R, J.C., S.-W.J., D.-S.G., D.-E.K.), Dongguk University Ilsan Hospital, Goyang, Republic of Korea

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Dawid Schellingerhout

dDepartment of Neuroradiology and Imaging Physics (D.S.), The University of Texas M.D. Anderson Cancer Center, Houston, Texas

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Jonghyeok Park

bArtificial Intelligence Research Center (W.-S.R, J.P.), JLK Inc, Seoul, Republic of Korea

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Jinyong Chung

cNational Priority Research Center for Stroke and Department of Neurology (W.-S.R, J.C., S.-W.J., D.-S.G., D.-E.K.), Dongguk University Ilsan Hospital, Goyang, Republic of Korea

eBioimaging Data Curation Center (J.C., D.-S.G., D.-E.K.), KOREA-BioData Station, Daejeon, Republic of Korea

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Sang-Wuk Jeong

cNational Priority Research Center for Stroke and Department of Neurology (W.-S.R, J.C., S.-W.J., D.-S.G., D.-E.K.), Dongguk University Ilsan Hospital, Goyang, Republic of Korea

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Dong-Seok Gwak

cNational Priority Research Center for Stroke and Department of Neurology (W.-S.R, J.C., S.-W.J., D.-S.G., D.-E.K.), Dongguk University Ilsan Hospital, Goyang, Republic of Korea

eBioimaging Data Curation Center (J.C., D.-S.G., D.-E.K.), KOREA-BioData Station, Daejeon, Republic of Korea

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Beom Joon Kim

fDepartment of Neurology (B.J.K., H.-J.B.), Seoul National University Bundang Hospital, Seongnam, Republic of Korea

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Joon-Tae Kim

gDepartment of Neurology (J.-T.K., M.S.P.,), Chonnam National University Hospital, Gwangju, Republic of Korea

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Keun-Sik Hong

hDepartment of Neurology (K.-S.H., Y,-J.C.), Inje University Ilsan Paik Hospital, Goyang, Republic of Korea

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Kyung Bok Lee

iDepartment of Neurology (K.B.L.), Soonchunhyang University Hospital, Seoul, Republic of Korea

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Tai Hwan Park

jDepartment of Neurology (T.H.P.), Seoul Medical Center, Seoul, Republic of Korea

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Jong-Moo Park

kDepartment of Neurology (J.-M.P.), Uijeongbu Eulji Medical Center, Uijeongbu, Republic of Korea

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Kyusik Kang

lDepartment of Neurology (K.K.), Nowon Eulji Medical Center, Eulji University School of Medicine, Seoul, Republic of Korea

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Yong-Jin Cho

hDepartment of Neurology (K.-S.H., Y,-J.C.), Inje University Ilsan Paik Hospital, Goyang, Republic of Korea

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Byung-Chul Lee

mDepartment of Neurology (B.-C.L., K.-H.Y., M.S.O.), Hallym University Sacred Heart Hospital, Anyang, Republic of Korea

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Kyung-Ho Yu

mDepartment of Neurology (B.-C.L., K.-H.Y., M.S.O.), Hallym University Sacred Heart Hospital, Anyang, Republic of Korea

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Mi Sun Oh

mDepartment of Neurology (B.-C.L., K.-H.Y., M.S.O.), Hallym University Sacred Heart Hospital, Anyang, Republic of Korea

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Soo Joo Lee

nDepartment of Neurology (S.J.L.), Eulji University Hospital, Daejeon, Republic of Korea

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Jae-Kwan Cha

oDepartment of Neurology (J.-K.C., D.-H.K.), Dong-A University Hospital, Busan, Republic of Korea

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Dae-Hyun Kim

oDepartment of Neurology (J.-K.C., D.-H.K.), Dong-A University Hospital, Busan, Republic of Korea

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Jun Lee

pDepartment of Neurology (J.L.), Yeungnam University Hospital, Daegu, Republic of Korea.

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Man Seok Park

gDepartment of Neurology (J.-T.K., M.S.P.,), Chonnam National University Hospital, Gwangju, Republic of Korea

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Hee-Joon Bae

fDepartment of Neurology (B.J.K., H.-J.B.), Seoul National University Bundang Hospital, Seongnam, Republic of Korea

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Dong-Eog Kim

cNational Priority Research Center for Stroke and Department of Neurology (W.-S.R, J.C., S.-W.J., D.-S.G., D.-E.K.), Dongguk University Ilsan Hospital, Goyang, Republic of Korea

eBioimaging Data Curation Center (J.C., D.-S.G., D.-E.K.), KOREA-BioData Station, Daejeon, Republic of Korea

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Automated Segmentation of MRI White Matter Hyperintensities in 8421 Patients with Acute Ischemic Stroke

American Journal of Neuroradiology Dec 2024, 45 (12) 1885-1894; DOI: 10.3174/ajnr.A8418

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AutoSegmentation of Stroke MRI Hyperintensities

American Journal of Neuroradiology Dec 2024, 45 (12) 1885-1894; DOI: 10.3174/ajnr.A8418

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