Using Wearable Sensors and Deep Learning to Categorize and Detect Different Patterns of Breathing in Healthy Subjects

被引:0
|
作者
Erdreich, B. [1 ]
McClure, K. [2 ]
Masquelin, A. H. [2 ]
McGinnis, R. [2 ]
Wshah, S. [2 ]
Bates, J. H. [3 ]
机构
[1] Univ Vermont, Pulm & Crit Care Med, Burlington, VT USA
[2] Univ Vermont, Biomed Engn, Burlington, VT USA
[3] Univ Vermont HSRF 228, Burlington, VT USA
关键词
D O I
暂无
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
A6164
引用
收藏
页数:2
相关论文
共 50 条
  • [21] Physical Activity Recognition Based on Deep Learning Using Photoplethysmography and Wearable Inertial Sensors
    Hnoohom, Narit
    Mekruksavanich, Sakorn
    Jitpattanakul, Anuchit
    ELECTRONICS, 2023, 12 (03)
  • [22] Deep Learning for Medication Assessment of Individuals with Parkinson's Disease Using Wearable Sensors
    Hssayeni, Murtadha D.
    Adams, Jamie L.
    Ghoraani, Behnaz
    2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2018, : 3701 - 3704
  • [23] A Class-Imbalanced Deep Learning Fall Detection Algorithm Using Wearable Sensors
    Zhang, Jing
    Li, Jia
    Wang, Weibing
    SENSORS, 2021, 21 (19)
  • [24] Optimization of Deep Learning Models for Enhanced Respiratory Signal Estimation Using Wearable Sensors
    Kim, Jiseon
    Kim, Jooyong
    PROCESSES, 2025, 13 (03)
  • [25] Deep Learning for Hand Gesture Recognition in Virtual Museum Using Wearable Vision Sensors
    Zerrouki, Nabil
    Harrou, Fouzi
    Houacine, Amrane
    Bouarroudj, Riadh
    Cherifi, Mohammed Yazid
    Zouina, Ait-Djafer Amina
    Sun, Ying
    IEEE SENSORS JOURNAL, 2024, 24 (06) : 8857 - 8869
  • [26] Deep ensemble learning approach for lower extremity activities recognition using wearable sensors
    Jain, Rahul
    Semwal, Vijay Bhaskar
    Kaushik, Praveen
    EXPERT SYSTEMS, 2022, 39 (06)
  • [27] Human Activity Recognition With Smartphone and Wearable Sensors Using Deep Learning Techniques: A Review
    Ramanujam, E.
    Perumal, Thinagaran
    Padmavathi, S.
    IEEE SENSORS JOURNAL, 2021, 21 (12) : 13029 - 13040
  • [28] Enhanced Breathing Pattern Detection during Running Using Wearable Sensors
    Harbour, Eric
    Lasshofer, Michael
    Genitrini, Matteo
    Schwameder, Hermann
    SENSORS, 2021, 21 (16)
  • [29] Deep Human Activity Recognition Using Wearable Sensors
    Lawal, Isah A.
    Bano, Sophia
    12TH ACM INTERNATIONAL CONFERENCE ON PERVASIVE TECHNOLOGIES RELATED TO ASSISTIVE ENVIRONMENTS (PETRA 2019), 2019, : 45 - 48
  • [30] Analysis of Data from Wearable Sensors for Sleep Quality Estimation and Prediction Using Deep Learning
    Arora, Anshika
    Chakraborty, Pinaki
    Bhatia, M. P. S.
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2020, 45 (12) : 10793 - 10812