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Resolving Missing Data from the Movement Disorder Society Unified Parkinson's Disease Rating Scale: Implications for Telemedicine.

Sheng LuoChristopher G GoetzDongrak ChoiSanket AggarwalTiago A MestreGlenn T Stebbins
Published in: Movement disorders : official journal of the Movement Disorder Society (2022)
The MDS-UPDRS Part III total-sum score, a key clinical outcome in research and in clinical practice, can be accurately imputed without the Rigidity and Postural Stability items that cannot be rated by telemedicine. No formula, however, allows for specific item-level imputation. When Rigidity and Postural Stability item scores are of key clinical or research interest, patients with PD must be scored in person. © 2022 International Parkinson and Movement Disorder Society.
Keyphrases
  • psychometric properties
  • clinical practice
  • electronic health record
  • big data
  • human milk
  • machine learning
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  • deep learning