Clinical outcome prediction from analysis of microelectrode recordings using deep learning in subthalamic deep brain stimulation for Parkinson`s disease

• Kwang Hyon Park ,

  Contributed equally to this work with: Kwang Hyon Park, Sukkyu Sun

  Roles Investigation, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Department of Neurosurgery, Seoul National University Hospital, Seoul, Korea

  https://orcid.org/0000-0003-2386-4680

  ⨯
• Sukkyu Sun ,

  Contributed equally to this work with: Kwang Hyon Park, Sukkyu Sun

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

  Affiliation Interdisciplinary Program in Bioengineering, Graduate School, Seoul National University, Seoul, Korea

  ⨯
• Yong Hoon Lim,

  Roles Data curation, Formal analysis, Writing – original draft

  Affiliation Department of Neurosurgery, Seoul National University Hospital, Seoul, Korea

  ⨯
• Hye Ran Park,

  Roles Data curation

  Affiliation Department of Neurosurgery, Soonchunhyang University Seoul Hospital, Seoul, Korea

  ⨯
• Jae Meen Lee,

  Roles Data curation

  Affiliation Department of Neurosurgery, Pusan National University Hospital, Busan, Korea

  ⨯
• Kawngwoo Park,

  Roles Data curation

  Affiliation Department of Neurosurgery, Gachon University Gil Medical Center, Incheon, Korea

  ⨯
• Beomseok Jeon,

  Roles Data curation, Resources, Supervision

  Affiliation Department of Neurology, Seoul National University Hospital, Seoul, Korea

  ⨯
• Hee-Pyoung Park,

  Roles Writing – review & editing

  Affiliation Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea

  ⨯
• Hee Chan Kim ,

  Roles Formal analysis, Supervision, Writing – review & editing

  * E-mail: paeksh@snu.ac.kr (SHP); hckim@snu.ac.kr (HCK)

  ¶‡ These authors also contributed equally to this work.

  Affiliations Interdisciplinary Program in Bioengineering, Graduate School, Seoul National University, Seoul, Korea, Department of Biomedical Engineering College of Medicine, Seoul National University, Seoul, Korea, Institute of Medical & Biological Engineering, Medical Research Center, Seoul National University, Seoul, Korea

  https://orcid.org/0000-0002-2112-426X

  ⨯
• Sun Ha Paek

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Resources, Supervision, Writing – review & editing

  * E-mail: paeksh@snu.ac.kr (SHP); hckim@snu.ac.kr (HCK)

  ¶‡ These authors also contributed equally to this work.

  Affiliations Department of Neurosurgery, Seoul National University Hospital, Seoul, Korea, Ischemia Hypoxia Disease Institute, Seoul National University College of Medicine, Seoul, Korea, Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea

  https://orcid.org/0000-0003-3007-8653

  ⨯