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An Intelligent Cardiopulmonary Training System and Adherence to Training Intensity: A Feasibility Study
Objective: Our aim was to evaluate the feasibility of our developed intelligent cardiopulmonary training system (ICTS) and of the percentage of time spent within the target HR range (%time) as an indicator of adherence to training intensity. Methods: In this noncontrolled trial, nine participants wi...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9320145/ https://www.ncbi.nlm.nih.gov/pubmed/35886185 http://dx.doi.org/10.3390/ijerph19148335 |
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author | Wei, Li Chi, Ju-Yang Chao, Jane C.-J. Lin, Yen-Nung |
author_facet | Wei, Li Chi, Ju-Yang Chao, Jane C.-J. Lin, Yen-Nung |
author_sort | Wei, Li |
collection | PubMed |
description | Objective: Our aim was to evaluate the feasibility of our developed intelligent cardiopulmonary training system (ICTS) and of the percentage of time spent within the target HR range (%time) as an indicator of adherence to training intensity. Methods: In this noncontrolled trial, nine participants with sedentary lifestyles were recruited from the outpatient rehabilitation department of a teaching hospital. All participants received twelve 30 min sessions of cycling ergometer exercises (5 min warm up, 20 min training phase, and 5 min cool down) with the ICTS three times per week. Training intensity was determined at 60–80% heart rate reserve using cardiopulmonary exercise (CPET) pretests. During training, pedaling resistance was automatically adjusted by the ICTS to keep the user’s heart rate at the predetermined intensity range. Workload(-peak) and peak oxygen uptake (VO(2-peak)) were measured during the pretests and post-tests. We recorded the percentage of time spent within the target heart rate range (%time) during the 20 min training phase for each training session as an indicator of adherence. The correlation between %time and gains in VO(2-peak) was assessed. Results: After 4 weeks of training on the ICTS, workload(-peak) and VO(2-peak) significantly improved by 13.6 ± 7.2 w (mean ± SD, p = 0.008) and 1.5 ± 1.1 mL/kg/min (p = 0.011), respectively. The 12-session average %time ranged from 10.6% to 93.1% among the participants, and five participants achieved an average %time >80%. A positive correlation between average %time and training efficacy was found (rs = 0.85, p = 0.004). Conclusions: Cardiopulmonary training with an ICTS is feasible, and the percentage of time spent within the target heart rate range seems to be a reasonable indicator for monitoring training-intensity adherence. |
format | Online Article Text |
id | pubmed-9320145 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-93201452022-07-27 An Intelligent Cardiopulmonary Training System and Adherence to Training Intensity: A Feasibility Study Wei, Li Chi, Ju-Yang Chao, Jane C.-J. Lin, Yen-Nung Int J Environ Res Public Health Article Objective: Our aim was to evaluate the feasibility of our developed intelligent cardiopulmonary training system (ICTS) and of the percentage of time spent within the target HR range (%time) as an indicator of adherence to training intensity. Methods: In this noncontrolled trial, nine participants with sedentary lifestyles were recruited from the outpatient rehabilitation department of a teaching hospital. All participants received twelve 30 min sessions of cycling ergometer exercises (5 min warm up, 20 min training phase, and 5 min cool down) with the ICTS three times per week. Training intensity was determined at 60–80% heart rate reserve using cardiopulmonary exercise (CPET) pretests. During training, pedaling resistance was automatically adjusted by the ICTS to keep the user’s heart rate at the predetermined intensity range. Workload(-peak) and peak oxygen uptake (VO(2-peak)) were measured during the pretests and post-tests. We recorded the percentage of time spent within the target heart rate range (%time) during the 20 min training phase for each training session as an indicator of adherence. The correlation between %time and gains in VO(2-peak) was assessed. Results: After 4 weeks of training on the ICTS, workload(-peak) and VO(2-peak) significantly improved by 13.6 ± 7.2 w (mean ± SD, p = 0.008) and 1.5 ± 1.1 mL/kg/min (p = 0.011), respectively. The 12-session average %time ranged from 10.6% to 93.1% among the participants, and five participants achieved an average %time >80%. A positive correlation between average %time and training efficacy was found (rs = 0.85, p = 0.004). Conclusions: Cardiopulmonary training with an ICTS is feasible, and the percentage of time spent within the target heart rate range seems to be a reasonable indicator for monitoring training-intensity adherence. MDPI 2022-07-07 /pmc/articles/PMC9320145/ /pubmed/35886185 http://dx.doi.org/10.3390/ijerph19148335 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wei, Li Chi, Ju-Yang Chao, Jane C.-J. Lin, Yen-Nung An Intelligent Cardiopulmonary Training System and Adherence to Training Intensity: A Feasibility Study |
title | An Intelligent Cardiopulmonary Training System and Adherence to Training Intensity: A Feasibility Study |
title_full | An Intelligent Cardiopulmonary Training System and Adherence to Training Intensity: A Feasibility Study |
title_fullStr | An Intelligent Cardiopulmonary Training System and Adherence to Training Intensity: A Feasibility Study |
title_full_unstemmed | An Intelligent Cardiopulmonary Training System and Adherence to Training Intensity: A Feasibility Study |
title_short | An Intelligent Cardiopulmonary Training System and Adherence to Training Intensity: A Feasibility Study |
title_sort | intelligent cardiopulmonary training system and adherence to training intensity: a feasibility study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9320145/ https://www.ncbi.nlm.nih.gov/pubmed/35886185 http://dx.doi.org/10.3390/ijerph19148335 |
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