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June 13, 2026npj Parkinson s DiseaseOpen Access

A comprehensive survey on diagnosis and assessment of Parkinson’s disease via plantar pressure analysis

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Authors

XWXiaotian WangXidian UniversityZZZhifu ZhaoXidian University林林淩泉Xidian University

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Overview

Survey reviews plantar pressure analysis for diagnosing Parkinson's disease, suggesting AI approaches enhance diagnostics.

Key Points

  • This research aims to evaluate the use of plantar pressure analysis as a method for diagnosing and assessing Parkinson's disease.
  • Comprehensive survey of literature on plantar pressure measurement systems.
  • Analysis of data acquisition techniques and preprocessing methodologies.
  • Review of AI-based diagnostic models and challenges related to interpretability and ethics.
  • Plantar pressure analysis offers valuable insights into gait abnormalities associated with Parkinson's disease.
  • AI techniques show promising outcomes for diagnosing and monitoring PD through gait analysis.
  • Future work emphasizes the integration of wearable technology for continuous monitoring of symptoms.

Cite This Study

Wang et al. (2026) studied this question.

synapsesocial.com/papers/6a2cf3d6faef96ed7f0563cehttps://doi.org/10.1038/s41531-026-01416-6
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1A Wearable “Lab-in-Shoe” Gait Analysis System for Routine Clinical Assessment of People with Parkinson’s Disease2026 · 3 citations
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  3. 3Distinguishing features of Parkinson’s disease fallers based on wireless insole plantar pressure monitoring2024 · 19 citations
  4. 4Identifying Parkinson’s Disease from Gait Biomechanics Using a Participant-Level Machine Learning Analysis Pipeline2026
  5. 5Automatic Parkinson’s Disease Diagnosis with Wearable Sensor Technology for Medical Robot2024 · 1 citations