Automated Idiopathic Normal Pressure Hydrocephalus Diagnosis via Artificial Intelligence–Based 3D T1 MRI Volumetric Analysis

Joonhyung Lee; Dana Kim; Chong Hyun Suh; Suyoung Yun; Kyu Sung Choi; Seungjun Lee; Wooseok Jung; Jinyoung Kim; Hwon Heo; Woo Hyun Shim; Sungyang Jo; Sun Ju Chung; Jae-Sung Lim; Ho Sung Kim; Sang Joon Kim; Jae-Hong Lee

doi:10.3174/ajnr.A8489

Research ArticleArtificial Intelligence

Automated Idiopathic Normal Pressure Hydrocephalus Diagnosis via Artificial Intelligence–Based 3D T1 MRI Volumetric Analysis

Joonhyung Lee, Dana Kim, Chong Hyun Suh, Suyoung Yun, Kyu Sung Choi, Seungjun Lee, Wooseok Jung, Jinyoung Kim, Hwon Heo, Woo Hyun Shim, Sungyang Jo, Sun Ju Chung, Jae-Sung Lim, Ho Sung Kim, Sang Joon Kim and Jae-Hong Lee

American Journal of Neuroradiology January 2025, 46 (1) 33-40; DOI: https://doi.org/10.3174/ajnr.A8489

Joonhyung Lee

aFrom the NAVER Cloud Inc (J.L.), Seoul, Republic of Korea

fVUNO Inc (J.L., S.L., W.J., J.K.), Seoul, Republic of Korea

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Dana Kim

bUniversity of Ulsan College of Medicine (D.K.,), Seoul, Republic of Korea

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Chong Hyun Suh

cDepartment of Radiology and Research Institute of Radiology (C.H.S., H.H., W.H.S., H.S.K., S.J.K.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea

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Suyoung Yun

dDepartment of Radiology (S.Y.), Busan Paik Hospital, Inje University College of Medicine, Busan, Republic of Korea

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Kyu Sung Choi

eDepartment of Radiology (K.S.C.), Seoul National University Hospital, Seoul, Republic of Korea

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Seungjun Lee

fVUNO Inc (J.L., S.L., W.J., J.K.), Seoul, Republic of Korea

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Wooseok Jung

fVUNO Inc (J.L., S.L., W.J., J.K.), Seoul, Republic of Korea

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Jinyoung Kim

fVUNO Inc (J.L., S.L., W.J., J.K.), Seoul, Republic of Korea

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Hwon Heo

cDepartment of Radiology and Research Institute of Radiology (C.H.S., H.H., W.H.S., H.S.K., S.J.K.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea

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Woo Hyun Shim

cDepartment of Radiology and Research Institute of Radiology (C.H.S., H.H., W.H.S., H.S.K., S.J.K.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea

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Sungyang Jo

gDepartment of Neurology (S.J., S.J.C., J.-S.L., J.-H.L.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea

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Sun Ju Chung

gDepartment of Neurology (S.J., S.J.C., J.-S.L., J.-H.L.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea

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Jae-Sung Lim

gDepartment of Neurology (S.J., S.J.C., J.-S.L., J.-H.L.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea

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Ho Sung Kim

cDepartment of Radiology and Research Institute of Radiology (C.H.S., H.H., W.H.S., H.S.K., S.J.K.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea

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Sang Joon Kim

cDepartment of Radiology and Research Institute of Radiology (C.H.S., H.H., W.H.S., H.S.K., S.J.K.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea

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Jae-Hong Lee

gDepartment of Neurology (S.J., S.J.C., J.-S.L., J.-H.L.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea

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vol. 46 no. 1 33-40

DOI

https://doi.org/10.3174/ajnr.A8489

PubMed

39251255

Published By

American Journal of Neuroradiology

Print ISSN

0195-6108

Online ISSN

1936-959X

Funding

National Research Foundation of Korea
NRF-2021R1C1C1014413
National Research Foundation of Korea
NRF-2022R1I1A1A01072397
Korea Health Industry Development Institute
HR20C0026

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Volumetric Analysis Using an Automatic Whole-Brain Segmentation as a Biomarker for Idiopathic Normal Pressure Hydrocephalus

Chun Geun Lim, Sung Won Youn, Yu Sung Yoon, Jihoon Hong, Hui Joong Lee

Investigative Magnetic Resonance Imaging 2025 29 1

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Automated Idiopathic Normal Pressure Hydrocephalus Diagnosis via Artificial Intelligence–Based 3D T1 MRI Volumetric Analysis

American Journal of Neuroradiology Jan 2025, 46 (1) 33-40; DOI: 10.3174/ajnr.A8489

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Deep Learning for Normal-Pressure Hydrocephalus

American Journal of Neuroradiology Jan 2025, 46 (1) 33-40; DOI: 10.3174/ajnr.A8489

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Volumetric Analysis Using an Automatic Whole-Brain Segmentation as a Biomarker for Idiopathic Normal Pressure Hydrocephalus

Chun Geun Lim, Sung Won Youn, Yu Sung Yoon, Jihoon Hong, Hui Joong Lee

Investigative Magnetic Resonance Imaging 2025 29 1

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Automated Idiopathic Normal Pressure Hydrocephalus Diagnosis via Artificial Intelligence–Based 3D T1 MRI Volumetric Analysis

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National Research Foundation of Korea

National Research Foundation of Korea

Korea Health Industry Development Institute

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