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Deep Learning-Based Algorithm for Automatic Quantification of Nigrosome-1 and Parkinsonism Classification Using Susceptibility Map-Weighted MRI.

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Title: Deep Learning-Based Algorithm for Automatic Quantification of Nigrosome-1 and Parkinsonism Classification Using Susceptibility Map-Weighted MRI.
Authors: Suh PS; From 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.; Department 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., Heo H; Heuron Co. Ltd. (Hwan Heo, M.L., S.S., D.S.), Seoul, Republic of Korea., Suh CH; From 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 chonghyunsuh@amc.seoul.kr., Lee M; Heuron Co. Ltd. (Hwan Heo, M.L., S.S., D.S.), Seoul, Republic of Korea., Song S; Heuron Co. Ltd. (Hwan Heo, M.L., S.S., D.S.), Seoul, Republic of Korea., Shin D; Heuron Co. Ltd. (Hwan Heo, M.L., S.S., D.S.), Seoul, Republic of Korea.; Department of Neurology, Gil Medical Center (D.S.), Gachon University College of Medicine, Incheon, Republic of Korea., Jo S; Department of Neurology (S.J., S.J.C.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea., Chung SJ; Department of Neurology (S.J., S.J.C.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea., Heo H; From 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., Shim WH; From 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., Kim HS; From 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., Kim SJ; From 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., Kim EY; Department of Radiology (E.Y.K.), Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.
Source: AJNR. American journal of neuroradiology [AJNR Am J Neuroradiol] 2025 May 02; Vol. 46 (5), pp. 999-1006. Date of Electronic Publication: 2025 May 02.
Publication Type: Journal Article
Journal Info: Publisher: American Society of Neuroradiology Country of Publication: United States NLM ID: 8003708 Publication Model: Electronic Cited Medium: Internet ISSN: 1936-959X (Electronic) Linking ISSN: 01956108 NLM ISO Abbreviation: AJNR Am J Neuroradiol Subsets: MEDLINE
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  Data: Deep Learning-Based Algorithm for Automatic Quantification of Nigrosome-1 and Parkinsonism Classification Using Susceptibility Map-Weighted MRI.
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  Data: <searchLink fieldCode="AU" term="%22Suh+PS%22">Suh PS</searchLink>; From 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.; Department 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.<br /><searchLink fieldCode="AU" term="%22Heo+H%22">Heo H</searchLink>; Heuron Co. Ltd. (Hwan Heo, M.L., S.S., D.S.), Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Suh+CH%22">Suh CH</searchLink>; From 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 chonghyunsuh@amc.seoul.kr.<br /><searchLink fieldCode="AU" term="%22Lee+M%22">Lee M</searchLink>; Heuron Co. Ltd. (Hwan Heo, M.L., S.S., D.S.), Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Song+S%22">Song S</searchLink>; Heuron Co. Ltd. (Hwan Heo, M.L., S.S., D.S.), Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Shin+D%22">Shin D</searchLink>; Heuron Co. Ltd. (Hwan Heo, M.L., S.S., D.S.), Seoul, Republic of Korea.; Department of Neurology, Gil Medical Center (D.S.), Gachon University College of Medicine, Incheon, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Jo+S%22">Jo S</searchLink>; Department of Neurology (S.J., S.J.C.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Chung+SJ%22">Chung SJ</searchLink>; Department of Neurology (S.J., S.J.C.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Heo+H%22">Heo H</searchLink>; From 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.<br /><searchLink fieldCode="AU" term="%22Shim+WH%22">Shim WH</searchLink>; From 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.<br /><searchLink fieldCode="AU" term="%22Kim+HS%22">Kim HS</searchLink>; From 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.<br /><searchLink fieldCode="AU" term="%22Kim+SJ%22">Kim SJ</searchLink>; From 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.<br /><searchLink fieldCode="AU" term="%22Kim+EY%22">Kim EY</searchLink>; Department of Radiology (E.Y.K.), Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.
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  Data: <searchLink fieldCode="JN" term="%228003708%22">AJNR. American journal of neuroradiology</searchLink> [AJNR Am J Neuroradiol] 2025 May 02; Vol. 46 (5), pp. 999-1006. <i>Date of Electronic Publication: </i>2025 May 02.
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        Text: English
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