Role of data measurement characteristics in the accurate detection of Parkinson’s disease symptoms using wearable sensors

被引：0
|
作者：
Nicholas Shawen
Megan K. O’Brien
Sanjeev Venkatesan
Luca Lonini
Tanya Simuni
Jamie L. Hamilton
Roozbeh Ghaffari
John A. Rogers
Arun Jayaraman
机构：
[1] Shirley Ryan AbilityLab,Max Nader Lab for Rehabilitation Technologies and Outcomes
[2] Northwestern University,Feinberg School of Medicine
[3] Northwestern University,Department of Physical Medicine and Rehabilitation
[4] University of Illinois at Urbana-Champagne,Department of Computer Science
[5] Northwestern University,Department of Neurology
[6] The Michael J. Fox Foundation for Parkinson’s Research,Center for Bio
[7] Northwestern University,Integrated Electronics, Departments of Materials Science and Engineering, Biomedical Engineering, Chemistry, Mechanical Engineering, Electrical Engineering and Computer Science, Neurological Surgery, Simpson Querrey Institute for Na
[8] Northwestern University,Department of Physical Therapy and Human Movement Sciences
来源：
Journal of NeuroEngineering and Rehabilitation | / 17卷
关键词：
Parkinson’s disease; Wearable sensors; Soft wearables; Machine learning; Symptom detection; Tremor; Bradykinesia; Daily activities;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Role of data measurement characteristics in the accurate detection of Parkinson's disease symptoms using wearable sensors
    Shawen, Nicholas
    O'Brien, Megan K.
    Venkatesan, Sanjeev
    Lonini, Luca
    Simuni, Tanya
    Hamilton, Jamie L.
    Ghaffari, Roozbeh
    Rogers, John A.
    Jayaraman, Arun
    JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2020, 17 (01)
  • [2] Parkinson's Disease Medication State Management Using Data Fusion of Wearable Sensors
    Ramji, Vignesh
    Hssayeni, Murtadha
    Burack, Michelle A.
    Ghoraani, Behnaz
    2017 IEEE EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL & HEALTH INFORMATICS (BHI), 2017, : 193 - 196
  • [3] Wearable sensors in the diagnosis and study of Parkinson’s disease symptoms: a systematic review
    Albán-Cadena A.C.
    Villalba-Meneses F.
    Pila-Varela K.O.
    Moreno-Calvo A.
    Villalba-Meneses C.P.
    Almeida-Galárraga D.A.
    Journal of Medical Engineering and Technology, 2021, 45 (07): : 532 - 545
  • [4] Detection and prediction of freezing of gait with wearable sensors in Parkinson’s disease
    Wei Zhang
    Hong Sun
    Debin Huang
    Zixuan Zhang
    Jinyu Li
    Chan Wu
    Yingying Sun
    Mengyi Gong
    Zhi Wang
    Chao Sun
    Guiyun Cui
    Yuzhu Guo
    Piu Chan
    Neurological Sciences, 2024, 45 : 431 - 453
  • [5] Detection and prediction of freezing of gait with wearable sensors in Parkinson's disease
    Zhang, Wei
    Sun, Hong
    Huang, Debin
    Zhang, Zixuan
    Li, Jinyu
    Wu, Chan
    Sun, Yingying
    Gong, Mengyi
    Wang, Zhi
    Sun, Chao
    Cui, Guiyun
    Guo, Yuzhu
    Chan, Piu
    NEUROLOGICAL SCIENCES, 2023, 45 (2) : 431 - 453
  • [6] Using Wearable Sensors to Predict the Severity of Symptoms and Motor Complications in Late Stage Parkinson's Disease
    Patel, Shyamal
    Hughes, Richard
    Huggins, Nancy
    Standaert, David
    Growdon, John
    Dy, Jennifer
    Bonato, Paolo
    2008 30TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-8, 2008, : 3686 - +
  • [7] Early detection of Parkinson's disease based on gait trajectory analysis using wearable sensors
    Hori, K.
    Hirobe, Y.
    Orimo, S.
    Sawada, H.
    Inaba, A.
    Miyake, Y.
    JOURNAL OF THE NEUROLOGICAL SCIENCES, 2017, 381 : 348 - 348
  • [8] Freezing of gait and fall detection in Parkinson's disease using wearable sensors: a systematic review
    Silva de Lima, Ana Ligia
    Evers, Luc J. W.
    Hahn, Tim
    Bataille, Lauren
    Hamilton, Jamie L.
    Little, Max A.
    Okuma, Yasuyuki
    Bloem, Bastiaan R.
    Faber, Marjan J.
    JOURNAL OF NEUROLOGY, 2017, 264 (08) : 1642 - 1654
  • [9] Freezing of gait and fall detection in Parkinson’s disease using wearable sensors: a systematic review
    Ana Lígia Silva de Lima
    Luc J. W. Evers
    Tim Hahn
    Lauren Bataille
    Jamie L. Hamilton
    Max A. Little
    Yasuyuki Okuma
    Bastiaan R. Bloem
    Marjan J. Faber
    Journal of Neurology, 2017, 264 : 1642 - 1654
  • [10] Wearable Electrochemical Sensors in Parkinson's Disease
    Asci, Francesco
    Vivacqua, Giorgio
    Zampogna, Alessandro
    D'Onofrio, Valentina
    Mazzeo, Adolfo
    Suppa, Antonio
    SENSORS, 2022, 22 (03)
12345