Automatically evaluating balance using machine learning and data from a single inertial measurement unit

被引:0
|
作者
Fahad Kamran
Kathryn Harrold
Jonathan Zwier
Wendy Carender
Tian Bao
Kathleen H. Sienko
Jenna Wiens
机构
[1] University of Michigan,Computer Science and Engineering
[2] University of Michigan,Mechanical Engineering
[3] Michigan Medicine,Department of Otolaryngology
关键词
Balance training; Wearable sensors; Machine learning; Telerehabilitation;
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
  • [41] A graph optimization approach for motion estimation using inertial measurement unit data
    Irie K.
    ROBOMECH Journal, 5 (1):
  • [42] Using Inertial Measurement Unit Data for Objective Evaluations of Potential Guide Dogs
    Mealin, Sean
    Foster, Marc
    Cleghern, Zach
    Bozkurt, Alper
    Roberts, David L.
    SEVENTH INTERNATIONAL CONFERENCE ON ANIMAL-COMPUTER INTERACTION, ACI 2020: Embodied Dialogues, 2020,
  • [43] Evaluation of human standing balance using wearable inertial sensors: A machine learning approach
    Lattanzi, Emanuele
    Freschi, Valerio
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2020, 94
  • [44] Respiration detection using Inertial Measurement Unit
    Itou, Satoshi
    Inoue, Shoshi
    Washino, Kaei
    2019 INTERNATIONAL SYMPOSIUM ON ELECTRICAL AND ELECTRONICS ENGINEERING (ISEE 2019), 2019, : 119 - 123
  • [45] ResPara-Net: Respiration Parameter Estimation Using Wearable Single Inertial Measurement Unit Sensor and Deep Learning
    Bhongade, Amit
    Gupta, Rohit
    Prathosh, A. P.
    Gandhi, Tapan Kumar
    IEEE SENSORS JOURNAL, 2024, 24 (15) : 24931 - 24944
  • [46] DEVELOPMENT OF A DEEP LEARNING ALGORITHM TO ESTIMATE KNEE ADDUCTION MOMENT DURING GAIT USING A SINGLE INERTIAL MEASUREMENT UNIT
    Akiba, Ayako
    Harato, Kengo
    Yoshihara, Hiroshi
    Nishizawa, Kohei
    Kobayashi, Shu
    Nagura, Takeo
    Nakamura, Masaya
    OSTEOARTHRITIS AND CARTILAGE, 2024, 32 : S149 - S149
  • [47] Automatically Wrangling Spreadsheets into Machine Learning Data Formats
    Verbruggen, Gust
    De Raedt, Luc
    ADVANCES IN INTELLIGENT DATA ANALYSIS XVII, IDA 2018, 2018, 11191 : 367 - 379
  • [48] How to treat mixed behavior segments in supervised machine learning of behavioural modes from inertial measurement data
    Resheff, Yehezkel S.
    Bensch, Hanna M.
    Zottl, Markus
    Harel, Roi
    Matsumoto-Oda, Akiko
    Crofoot, Margaret C.
    Gomez, Sara
    Borger, Luca
    Rotics, Shay
    MOVEMENT ECOLOGY, 2024, 12 (01):
  • [49] Gait Phase Detection for Lower-Limb Exoskeletons using Foot Motion Data from a Single Inertial Measurement Unit in Hemiparetic Individuals
    Sanchez Manchola, Miguel D.
    Pinto Bernal, Maria J.
    Munera, Marcela
    Cifuentes, Carlos A.
    SENSORS, 2019, 19 (13):
  • [50] Remote length measurement system using a single point laser distance sensor and an inertial measurement unit
    Duy Duong Pham
    Suh, Young Soo
    COMPUTER STANDARDS & INTERFACES, 2017, 50 : 153 - 159