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Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/91756, first published .
Hands of an elderly person being held by a caregiver, supporting a cane.

NeuroSift for Task-Aware Quality Assurance of Multimedia Data in Remote Parkinson Disease Assessment: Machine Learning Model Development and Validation Study

NeuroSift for Task-Aware Quality Assurance of Multimedia Data in Remote Parkinson Disease Assessment: Machine Learning Model Development and Validation Study

Md Saiful Islam   1 * , PhD ;   Sooyong Park   1 * , BA ;   Evelyn Xiaoxiao Ma   1 * , BS ;   Tariq Adnan   1 , MS ;   Ehsan Hoque   1 , PhD

1 Department of Computer Science, University of Rochester, Rochester, NY, United States

*these authors contributed equally

Corresponding Author:

  • Sooyong Park, BA
  • Department of Computer Science
  • University of Rochester
  • 500 Joseph C. Wilson Blvd.
  • Rochester, NY 14627
  • United States
  • Phone: 1 5852023767
  • Email: spark180@ur.rochester.edu