Implementation of Wearable Technology for Remote Heart Rate Variability Biofeedback in Cardiac Rehabilitation
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作者:
Hu, Tiehan
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Sun Yat Sen Univ, Sch Biomed Engn, Shenzhen 518107, Peoples R ChinaSun Yat Sen Univ, Sch Biomed Engn, Shenzhen 518107, Peoples R China
Hu, Tiehan
[1
]
Zhang, Xianbin
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Sun Yat Sen Univ, Sch Biomed Engn, Shenzhen 518107, Peoples R ChinaSun Yat Sen Univ, Sch Biomed Engn, Shenzhen 518107, Peoples R China
Zhang, Xianbin
[1
]
Millham, Richard C.
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机构:
Durban Univ Technol, Dept Informat Technol, ZA-4001 Durban, South AfricaSun Yat Sen Univ, Sch Biomed Engn, Shenzhen 518107, Peoples R China
Millham, Richard C.
[2
]
Xu, Lin
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Gen Hosp Southern Theatre Command, Guangzhou 510010, Peoples R China
Southern Med Univ, Sch Clin Med 1, Guangzhou 510515, Peoples R ChinaSun Yat Sen Univ, Sch Biomed Engn, Shenzhen 518107, Peoples R China
Xu, Lin
[3
,4
]
Wu, Wanqing
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Sun Yat Sen Univ, Sch Biomed Engn, Shenzhen 518107, Peoples R ChinaSun Yat Sen Univ, Sch Biomed Engn, Shenzhen 518107, Peoples R China
Wu, Wanqing
[1
]
机构:
[1] Sun Yat Sen Univ, Sch Biomed Engn, Shenzhen 518107, Peoples R China
[2] Durban Univ Technol, Dept Informat Technol, ZA-4001 Durban, South Africa
[3] Gen Hosp Southern Theatre Command, Guangzhou 510010, Peoples R China
[4] Southern Med Univ, Sch Clin Med 1, Guangzhou 510515, Peoples R China
Cardiovascular diseases pose a significant threat to global health, and cardiac rehabilitation (CR) has become a critical component of patient care. Heart Rate Variability Biofeedback (HRVB) is a non-invasive approach that helps modulate the Autonomic Nervous System (ANS) through Resonance Frequency (RF) breathing, supporting CR for cardiovascular patients. However, traditional HRVB techniques rely heavily on manual RF selection and face-to-face guidance, limiting their widespread application, particularly in home-based CR. To address these limitations, we propose a remote human-computer collaborative HRVB system, "FreeResp", which features autonomous RF adjustment through a simplified cognitive computational model, eliminating the reliance on therapists. Furthermore, the system integrates wearable technology and the Internet of Things (IoT) to support remote monitoring and personalized interventions. By incorporating tactile guidance technology with an airbag, the system assists patients in performing diaphragmatic breathing more effectively. FreeResp demonstrated high consistency with conventional HRVB methods in determining RF values (22/24) from 24 valid training samples. Moreover, a one-month home-based RF breathing training using FreeResp showed significant improvements in Heart Rate Variability (HRV) (p < 0.05). These findings suggest that FreeResp is a promising solution for home-based CR, offering timely and precise interventions and providing a new approach to long-term cardiovascular health management.
机构:
Univ Med & Dent New Jersey, Robert Wood Johnson Med Sch, Dept Med, New Brunswick, NJ 08903 USAUniv Med & Dent New Jersey, Robert Wood Johnson Med Sch, Dept Med, New Brunswick, NJ 08903 USA
Radvanski, D
Vaschillo, EG
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Univ Med & Dent New Jersey, Robert Wood Johnson Med Sch, Dept Med, New Brunswick, NJ 08903 USAUniv Med & Dent New Jersey, Robert Wood Johnson Med Sch, Dept Med, New Brunswick, NJ 08903 USA
Vaschillo, EG
Vaschillo, B
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Univ Med & Dent New Jersey, Robert Wood Johnson Med Sch, Dept Med, New Brunswick, NJ 08903 USAUniv Med & Dent New Jersey, Robert Wood Johnson Med Sch, Dept Med, New Brunswick, NJ 08903 USA
Vaschillo, B
Hassett, AL
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Univ Med & Dent New Jersey, Robert Wood Johnson Med Sch, Dept Med, New Brunswick, NJ 08903 USAUniv Med & Dent New Jersey, Robert Wood Johnson Med Sch, Dept Med, New Brunswick, NJ 08903 USA
Hassett, AL
Lehrer, PM
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Univ Med & Dent New Jersey, Robert Wood Johnson Med Sch, Dept Med, New Brunswick, NJ 08903 USAUniv Med & Dent New Jersey, Robert Wood Johnson Med Sch, Dept Med, New Brunswick, NJ 08903 USA
Lehrer, PM
Sigal, L
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Univ Med & Dent New Jersey, Robert Wood Johnson Med Sch, Dept Med, New Brunswick, NJ 08903 USAUniv Med & Dent New Jersey, Robert Wood Johnson Med Sch, Dept Med, New Brunswick, NJ 08903 USA
机构:
Dresden Int Univ, Div Hlth Care Sci, Dresden, Germany
Semmelweis Univ, Dept Family Med, Budapest, HungaryDresden Int Univ, Div Hlth Care Sci, Dresden, Germany
Pinter, Alexandra
Szatmari, Szabolcs, Jr.
论文数: 0引用数: 0
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机构:
Dresden Int Univ, Div Hlth Care Sci, Dresden, Germany
Semmelweis Univ, Dept Neurol, Budapest, Hungary
Semmelweis Univ, Janos Szentagothai Doctoral Sch Neurosci, Budapest, HungaryDresden Int Univ, Div Hlth Care Sci, Dresden, Germany
Szatmari, Szabolcs, Jr.
Horvath, Tamas
论文数: 0引用数: 0
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机构:
Budapest Univ Technol & Econ, Dept Hydrodynam Syst, Budapest, HungaryDresden Int Univ, Div Hlth Care Sci, Dresden, Germany
Horvath, Tamas
Penzlin, Ana Isabel
论文数: 0引用数: 0
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机构:
Harvard Med Sch, Beth Israel Deaconess Med Ctr, Dept Neurol, Boston, MA 02115 USADresden Int Univ, Div Hlth Care Sci, Dresden, Germany
Penzlin, Ana Isabel
Barlinn, Kristian
论文数: 0引用数: 0
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机构:
Tech Univ Dresden, Carl Gustav Carus Univ Hosp, Dept Neurol, Fetscherstr 74, D-01307 Dresden, GermanyDresden Int Univ, Div Hlth Care Sci, Dresden, Germany
Barlinn, Kristian
Siepmann, Martin
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机构:
Tech Univ Dresden, Carl Gustav Carus Univ Hosp, Dept Psychosomat Med & Psychotherapy, Dresden, GermanyDresden Int Univ, Div Hlth Care Sci, Dresden, Germany
Siepmann, Martin
Siepmann, Timo
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机构:
Dresden Int Univ, Div Hlth Care Sci, Dresden, Germany
Tech Univ Dresden, Carl Gustav Carus Univ Hosp, Dept Neurol, Fetscherstr 74, D-01307 Dresden, GermanyDresden Int Univ, Div Hlth Care Sci, Dresden, Germany
机构:
Univ Cape Town, MRC, UCT Res Unit Exercise Sci & Sports Med, ZA-7725 Cape Town, South Africa
IOC Res Ctr, Cape Town, South AfricaUniv Cape Town, MRC, UCT Res Unit Exercise Sci & Sports Med, ZA-7725 Cape Town, South Africa
Prinsloo, Gabriell E.
Rauch, H. G. Laurie
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Univ Cape Town, MRC, UCT Res Unit Exercise Sci & Sports Med, ZA-7725 Cape Town, South AfricaUniv Cape Town, MRC, UCT Res Unit Exercise Sci & Sports Med, ZA-7725 Cape Town, South Africa
Rauch, H. G. Laurie
Derman, Wayne E.
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机构:
Univ Cape Town, MRC, UCT Res Unit Exercise Sci & Sports Med, ZA-7725 Cape Town, South Africa
IOC Res Ctr, Cape Town, South AfricaUniv Cape Town, MRC, UCT Res Unit Exercise Sci & Sports Med, ZA-7725 Cape Town, South Africa
Derman, Wayne E.
PHYSICIAN AND SPORTSMEDICINE,
2014,
42
(02):
: 88
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99
机构:
Datta Meghe Inst Med Sci DU, Dept Cardio Resp Physiotherapy, Ravi Nair Physiotherapy Coll, Wardha, Maharashtra, IndiaDatta Meghe Inst Med Sci DU, Dept Cardio Resp Physiotherapy, Ravi Nair Physiotherapy Coll, Wardha, Maharashtra, India
Jain, Moli Jai
Vardhan, Vishnu
论文数: 0引用数: 0
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机构:
Datta Meghe Inst Med Sci DU, Dept Cardio Resp Physiotherapy, Ravi Nair Physiotherapy Coll, Wardha, Maharashtra, IndiaDatta Meghe Inst Med Sci DU, Dept Cardio Resp Physiotherapy, Ravi Nair Physiotherapy Coll, Wardha, Maharashtra, India
Vardhan, Vishnu
Yadav, Vaishnavi
论文数: 0引用数: 0
h-index: 0
机构:
Datta Meghe Inst Med Sci DU, Dept Cardio Resp Physiotherapy, Ravi Nair Physiotherapy Coll, Wardha, Maharashtra, IndiaDatta Meghe Inst Med Sci DU, Dept Cardio Resp Physiotherapy, Ravi Nair Physiotherapy Coll, Wardha, Maharashtra, India
Yadav, Vaishnavi
Harjpal, Pallavi
论文数: 0引用数: 0
h-index: 0
机构:
Datta Meghe Inst Med Sci DU, Dept Neuro Physiotherapy, Ravi Nair Physiotherapy Coll, Wardha, Maharashtra, IndiaDatta Meghe Inst Med Sci DU, Dept Cardio Resp Physiotherapy, Ravi Nair Physiotherapy Coll, Wardha, Maharashtra, India