ReviewSensors (Basel, Switzerland)2022
Review of Real-Time Biomechanical Feedback Systems in Sport and Rehabilitation.
Review in Sensors (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
18 citing papers in PubMed, 2 syntheses or guidelines pooled it, 83 citations in OpenAlex.
- Perception, assessment, and coaching: a systematic review and taxonomy of computer vision-based physical rehabilitation techniques.Frontiers in rehabilitation sciences · 2026Pooled it
- Societal attitudes and structural barriers in coaching para-athletes: A mixed-methods systematic review.PloS one · 2025Pooled it
- Integrated virtual reality and musical biofeedback for intensity-guided training on stationary cycling: A comparative feasibility study.PLOS digital health · 2026Article
- Task-Dependent Performance of Wearable Multimodal Biofeedback in Physical Rehabilitation: A Longitudinal Post-Stroke Case Study.Healthcare (Basel, Switzerland) · 2026Article
- Generalization of Knee Joint Moment Prediction During Drop Vertical Jumps Under Graded Visuo-Proprioceptive Conflict: The Role of Multijoint Kinematics Across Validation Frameworks.Bioengineering (Basel, Switzerland) · 2026Article
- Biomechanical Analysis of the Breaststroke Kick in Young Swimmers Using Wearable Inertial Sensors: An Exploratory Pilot Study.Sensors (Basel, Switzerland) · 2026Article
- Multimodal sequence dynamics and convergence optimization in dual-stream LSTM networks for complex physiological state estimation.Frontiers in neurorobotics · 2026Article
- Evaluation of DAidHealthcare (Basel, Switzerland) · 2025Article
- Active Rehabilitation Technologies for Post-Stroke Patients.Biosensors · 2025Review
- Enhancing the Output Performance of Fiber-TENG Through Graphite Doping and Its Application in Human Motion Sensing.Sensors (Basel, Switzerland) · 2025Article
- Wearable Technology in Piano Training: Improving Posture and Motion Precision with Biofeedback Devices Like Upright Go.Applied psychophysiology and biofeedback · 2025Article
- Correlation of Biomechanical Variables of Lower Extremity Movement During Functional Tests and Tasks in Youth League Football Players: Cross-Sectional Correlation Study.JMIR formative research · 2025Article
- Sensor-based technologies for motion analysis in sports injuries: a scoping review.BMC sports science, medicine & rehabilitation · 2025Article
- The characteristics of lower extremity muscle activity and static balance of Chinese elite trampoline athletes during net contact phase.Frontiers in physiology · 2025Article
- The Validity and Reliability of a Real-Time Biofeedback System for Lumbopelvic Control Training in Baseball Players.Sensors (Basel, Switzerland) · 2024Article
- Optimization of an Impact-Based Frequency Up-Converted Piezoelectric Vibration Energy Harvester for Wearable Devices.Sensors (Basel, Switzerland) · 2023Article
- Potential Role of Biofeedback Visual Training in High-Speed Motorbike Drivers.Clinical optometry · 2023Article
- A Wearable-Sensor System with AI Technology for Real-Time Biomechanical Feedback Training in Hammer Throw.Sensors (Basel, Switzerland) · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Real-time biomechanical feedback (BMF) is a relatively new area of research. The potential of using advanced technology to improve motion skills in sport and accelerate physical rehabilitation has been demonstrated in a number of studies. This paper provides a literature review of BMF systems in sports and rehabilitation. Our motivation was to examine the history of the field to capture its evolution over time, particularly how technologies are used and implemented in BMF systems, and to identify the most recent studies showing novel solutions and remarkable implementations. We searched for papers in three research databases: Scopus, Web of Science, and PubMed. The initial search yielded 1167 unique papers. After a rigorous and challenging exclusion process, 144 papers were eventually included in this report. We focused on papers describing applications and systems that implement a complete real-time feedback loop, which must include the use of sensors, real-time processing, and concurrent feedback. A number of research questions were raised, and the papers were studied and evaluated accordingly. We identified different types of physical activities, sensors, modalities, actuators, communications, settings and end users. A subset of the included papers, showing the most perspectives, was reviewed in depth to highlight and present their innovative research approaches and techniques. Real-time BMF has great potential in many areas. In recent years, sensors have been the main focus of these studies, but new types of processing devices, methods, and algorithms, actuators, and communication technologies and protocols will be explored in more depth in the future. This paper presents a broad insight into the field of BMF.
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What OpenQuestion holds
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.