Prediction of cognitive impairment through speech data analysis: A comparative evaluation of deep learning models

• Minsoo Kim,

  Roles Writing – original draft

  Affiliation Research and Development, Baikal AI Inc., Seoul, Republic of Korea

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• Hyunjoo Choi,

  Roles Writing – review & editing

  Affiliation Department of Communication Disorders, Korea Nazarene University, Cheonan, Republic of Korea

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• YongSoo Shim,

  Roles Writing – review & editing

  Affiliation Department of Neurology, The Catholic University of Korea, Seoul, Republic of Korea

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• Nayoung Ryoo,

  Roles Writing – review & editing

  Affiliation Department of Neurology, The Catholic University of Korea, Seoul, Republic of Korea

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• Ho Tae Jeong,

  Roles Writing – review & editing

  Affiliation Department of Neurology, Chung-Ang University Hospital, Seoul, Republic of Korea

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• Gihyun Yun,

  Roles Conceptualization, Funding acquisition, Writing – review & editing

  Affiliation Research and Development, Baikal AI Inc., Seoul, Republic of Korea

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• Hunboc Lee,

  Roles Data curation, Writing – review & editing

  Affiliation Research and Development, Baikal AI Inc., Seoul, Republic of Korea

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• SangYun Kim,

  Roles Methodology, Supervision, Writing – review & editing

  Affiliation Department of Neurology, Seoul National University College of Medicine and Seoul National University Bundang Hospital, Seongnam-si, Gyeonggi-do, Republic of Korea

  https://orcid.org/0000-0002-9101-5704

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• Young Chul Youn

  Roles Conceptualization, Funding acquisition, Supervision, Writing – original draft

  * E-mail: neudoc@cau.ac.kr

  Affiliations Department of Neurology, Chung-Ang University Hospital, Seoul, Republic of Korea, Department of Neurology, Chung-Ang University College of Medicine, Seoul, Republic of Korea, Department of Medical Informatics, Chung-Ang University Hospital, Seoul, Republic of Korea

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