Research ArticleNEURODEGENERATIVE DISORDER IMAGING
Deep Learning–Based Algorithm for Automatic Quantification of Nigrosome-1 and Parkinsonism Classification Using Susceptibility Map–Weighted MRI
Pae Sun Suh, Hwan Heo, Chong Hyun Suh, MyeongOh Lee, Soohwa Song, Donghoon Shin, Sungyang Jo, Sun Ju Chung, Hwon Heo, Woo Hyun Shim, Ho Sung Kim, Sang Joon Kim and Eung Yeop Kim
American Journal of Neuroradiology April 2025, DOI: https://doi.org/10.3174/ajnr.A8585
Pae Sun Suh
aFrom the Department of Radiology and Research Institute of Radiology (P.S.S., C.H.S. Hwon Heo, W.H.S., H.S.K., S.J.K.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
bDepartment of Radiology and Research Institute of Radiological Science and Center for Clinical Imaging Data Science (P.S.S.), Yonsei University College of Medicine, Seoul, South Korea
Hwan Heo
cHeuron Co. Ltd. (Hwan Heo, M.L., S.S., D.S.), Seoul, Republic of Korea
Chong Hyun Suh
aFrom the Department of Radiology and Research Institute of Radiology (P.S.S., C.H.S. Hwon Heo, W.H.S., H.S.K., S.J.K.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
MyeongOh Lee
cHeuron Co. Ltd. (Hwan Heo, M.L., S.S., D.S.), Seoul, Republic of Korea
Soohwa Song
cHeuron Co. Ltd. (Hwan Heo, M.L., S.S., D.S.), Seoul, Republic of Korea
Donghoon Shin
cHeuron Co. Ltd. (Hwan Heo, M.L., S.S., D.S.), Seoul, Republic of Korea
dDepartment of Neurology, Gil Medical Center (D.S.), Gachon University College of Medicine, Incheon, Republic of Korea
Sungyang Jo
eDepartment of Neurology (S.J., S.J.C.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
Sun Ju Chung
eDepartment of Neurology (S.J., S.J.C.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
Hwon Heo
aFrom the Department of Radiology and Research Institute of Radiology (P.S.S., C.H.S. Hwon Heo, W.H.S., H.S.K., S.J.K.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
Woo Hyun Shim
aFrom the Department of Radiology and Research Institute of Radiology (P.S.S., C.H.S. Hwon Heo, W.H.S., H.S.K., S.J.K.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
Ho Sung Kim
aFrom the Department of Radiology and Research Institute of Radiology (P.S.S., C.H.S. Hwon Heo, W.H.S., H.S.K., S.J.K.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
Sang Joon Kim
aFrom the Department of Radiology and Research Institute of Radiology (P.S.S., C.H.S. Hwon Heo, W.H.S., H.S.K., S.J.K.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
Eung Yeop Kim
fDepartment of Radiology (E.Y.K.), Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea

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Pae Sun Suh, Hwan Heo, Chong Hyun Suh, MyeongOh Lee, Soohwa Song, Donghoon Shin, Sungyang Jo, Sun Ju Chung, Hwon Heo, Woo Hyun Shim, Ho Sung Kim, Sang Joon Kim, Eung Yeop Kim
Deep Learning–Based Algorithm for Automatic Quantification of Nigrosome-1 and Parkinsonism Classification Using Susceptibility Map–Weighted MRI
American Journal of Neuroradiology Apr 2025, DOI: 10.3174/ajnr.A8585
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