ArticleSensors (Basel, Switzerland)2021
Enhanced Breathing Pattern Detection during Running Using Wearable Sensors.
Article in Sensors (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Augmented Reality in Vocal Technique Training: Interactive Visualizations of Breath and Posture Control Using Magic Keys AR.Applied psychophysiology and biofeedback · 2026Article
- Exhale-Focused Thermal Image Segmentation Using Optical Flow-Based Frame Filtering and Transformer-Aided Deep Networks.Bioengineering (Basel, Switzerland) · 2025Article
- Pulmonary function in patients with adolescent idiopathic scoliosis: an explorative study of a wearable smart shirt as a measurement instrument.Spine deformity · 2025Article
- Body Positions and Physical Activity Levels Modulate the Ratio of Abdominal to Thoracic Breathing and Respiratory Rate in Young Individuals.Journal of clinical medicine · 2024Article
- A Respiratory Sensor-Based Study of the Relationship between Voluntary Breathing Patterns and Aerobic and Anerobic Exercise Capacity-An Exploratory Applied Study.Sensors (Basel, Switzerland) · 2024Article
- Breathing Monitoring in Soccer: Part I-Validity of Commercial Wearable Sensors.Sensors (Basel, Switzerland) · 2024Article
- [Exploratory study on quantitative analysis of nocturnal breathing patterns in patients with acute heart failure based on wearable devices].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2023Article
- An Efficient Ambient-Moisture-Driven Wearable Electrical Power Generator.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2023Article
- A Wearable Multimodal Wireless Sensing System for Respiratory Monitoring and Analysis.Sensors (Basel, Switzerland) · 2023Article
- Respiratory Rate Estimation during Walking and Running Using Breathing Sounds Recorded with a Microphone.Biosensors · 2023Article
- The WE SENSE study protocol: A controlled, longitudinal clinical trial on the use of wearable sensors for early detection and tracking of viral respiratory tract infections.Contemporary clinical trials · 2023Article
- Design and Testing of a Smart Facemask for Respiratory Monitoring during Cycling Exercise.Biosensors · 2023Article
- Step-adaptive sound guidance enhances locomotor-respiratory coupling in novice female runners: A proof-of-concept study.Frontiers in sports and active living · 2023Article
- Embedded Electronic Sensor for Monitoring of Breathing Activity, Fitting and Filter Clogging in Reusable Industrial Respirators.Biosensors · 2022Article
- Breath Tools: A Synthesis of Evidence-Based Breathing Strategies to Enhance Human Running.Frontiers in physiology · 2022Review
- Effects of physical stress in alpine skiing on psychological, physiological, and biomechanical parameters: An individual approach.Frontiers in sports and active living · 2022Article
- The influence of receiving real-time visual feedback on breathing during treadmill running to exhaustion.PloS one · 2022Article
- A Sensor-Based mHealth Platform for Remote Monitoring and Intervention of Frailty Patients at Home.International journal of environmental research and public health · 2021Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
Breathing pattern (BP) is related to key psychophysiological and performance variables during exercise. Modern wearable sensors and data analysis techniques facilitate BP analysis during running but are lacking crucial validation steps in their deployment. Thus, we sought to evaluate a wearable garment with respiratory inductance plethysmography (RIP) sensors in combination with a custom-built algorithm versus a reference spirometry system to determine its concurrent validity in detecting flow reversals (FR) and BP. Twelve runners completed an incremental running protocol to exhaustion with synchronized spirometry and RIP sensors. An algorithm was developed to filter, segment, and enrich the RIP data for FR and BP estimation. The algorithm successfully identified over 99% of FR with an average time lag of 0.018 s (-0.067,0.104) after the reference system. Breathing rate (BR) estimation had low mean absolute percent error (MAPE = 2.74 [0.00,5.99]), but other BP components had variable accuracy. The proposed system is valid and practically useful for applications of BP assessment in the field, especially when measuring abrupt changes in BR. More studies are needed to improve BP timing estimation and utilize abdominal RIP during running.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.