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

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PubMed 

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History 
  • Received April 4, 2024
  • Accepted after revision October 30, 2024
  • Published online April 17, 2025.

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Author Information

  1. Pae Sun Suha,b,
  2. Hwan Heoc,
  3. Chong Hyun Suha,
  4. MyeongOh Leec,
  5. Soohwa Songc,
  6. Donghoon Shinc,d,
  7. Sungyang Joe,
  8. Sun Ju Chunge,
  9. Hwon Heoa,
  10. Woo Hyun Shima,
  11. Ho Sung Kima,
  12. Sang Joon Kima and
  13. Eung Yeop Kimf
  1. 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
  2. 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
  3. cHeuron Co. Ltd. (Hwan Heo, M.L., S.S., D.S.), Seoul, Republic of Korea
  4. dDepartment of Neurology, Gil Medical Center (D.S.), Gachon University College of Medicine, Incheon, Republic of Korea
  5. eDepartment of Neurology (S.J., S.J.C.), Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
  6. fDepartment of Radiology (E.Y.K.), Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
  1. Please address correspondence to Chong Hyun Suh, MD, Assistant Professor, Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea; e-mail: chonghyunsuh{at}amc.seoul.kr
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Funding

  • National Research Foundation of Korea

    NRF-2021R1C1C1014413

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