Comprehensive Review of Advances and Translational Obstacles in Intelligent Multimodal Monitoring for Parkinson's Disease - Takeaways - MDSpire

Comprehensive Review of Advances and Translational Obstacles in Intelligent Multimodal Monitoring for Parkinson's Disease

  • By

  • Jianhui Tan

  • Xiuzhen Deng

  • Cuilan Wu

  • Molin Yao

  • Jingyi Liao

  • Haoli Zheng

  • Changlin Lian

  • April 17, 2026

  • 0 min

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  • 1

    Parkinson disease (PD) is a progressive neurodegenerative disorder affecting quality of life, with prevalence projected to reach 25.2 million by 2050.

  • 2

    Current PD diagnosis relies on the Unified Parkinson Disease Rating Scale and imaging, which are subjective and insufficient for real-time monitoring.

  • 3

    Advancements in wearable sensors and remote monitoring platforms are crucial for enhancing PD assessment and supporting home-based monitoring.

  • 4

    The review focuses on wearable sensor performance, algorithmic approaches, and clinical translation of remote monitoring platforms for PD management.

  • 5

    A targeted literature search was conducted to identify key research from 2019 to 2024, adhering to PRISMA guidelines for transparency and rigor.

Original Source(s)

Comprehensive Review of Advances and Translational Obstacles in Intelligent Multimodal Monitoring for Parkinson's Disease

  • by Jianhui Tan, Xiuzhen Deng, Cuilan Wu, Molin Yao, Jingyi Liao, Haoli Zheng, Changlin Lian

  • April 17, 2026

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