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Rehabilitation Exergames: Use of Motion Sensing and Machine Learning to Quantify Exercise Performance in Healthy Volunteers

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/cav.1715openalex-snapshot
Dance performance evaluation using hidden Markov models
inferredcites →https://doi.org/10.1007/978-3-319-27857-5_16openalex-snapshot
HMM Based Evaluation of Physical Therapy Movements Using Kinect Tracking
inferredcites →https://doi.org/10.1007/s11042-017-5278-5openalex-snapshot
User performance evaluation and real-time guidance in cloud-based physical therapy monitoring and guidance system
inferredcites →https://doi.org/10.1016/j.advengsoft.2014.07.005openalex-snapshot
Easy gesture recognition for Kinect
inferredcites →https://doi.org/10.1016/j.asoc.2014.04.020openalex-snapshot
Kinect-enabled home-based rehabilitation system using Dynamic Time Warping and fuzzy logic
inferredcites →https://doi.org/10.1016/j.cmpb.2014.07.003openalex-snapshot
Automated evaluation of physical therapy exercises using multi-template dynamic time warping on wearable sensor signals
inferredcites →https://doi.org/10.1016/j.ijleo.2015.02.043openalex-snapshot
Robust gesture recognition using Kinect: A comparison between DTW and HMM
inferredcites →https://doi.org/10.1016/j.ridd.2013.08.021openalex-snapshot
A Kinect-based upper limb rehabilitation system to assist people with cerebral palsy
inferredcites →https://doi.org/10.1109/5.18626openalex-snapshot
A tutorial on hidden Markov models and selected applications in speech recognition
inferredcites →https://doi.org/10.1109/ehb.2017.7995427openalex-snapshot
Virtual rehabilitation programme using the MIRA platform, Kinect and Leap Motion sensors in an 81 years old patient with ischemic stroke
inferredcites →https://doi.org/10.1109/ehb.2017.7995433openalex-snapshot
Rehabilitation of a 7-year-old Boy with Brachial Plexus Palsy Using MIRA exergames and Vojta therapy
inferredcites →https://doi.org/10.1109/icce.2017.7889261openalex-snapshot
Automated dance motion evaluation using dynamic time warping and Laban movement analysis
inferredcites →https://doi.org/10.1109/iccsit.2009.5234536openalex-snapshot
HMM based hand gesture recognition: A review on techniques and approaches
inferredcites →https://doi.org/10.1109/iccvw.2019.00198openalex-snapshot
A-MAL: Automatic Motion Assessment Learning from Properly Performed Motions in 3D Skeleton Videos
inferredcites →https://doi.org/10.1109/icepe.2014.6969981openalex-snapshot
KSGphysio - Kinect serious game for physiotherapy
inferredcites →https://doi.org/10.1109/icip.2015.7350781openalex-snapshot
UTD-MHAD: A multimodal dataset for human action recognition utilizing a depth camera and a wearable inertial sensor
inferredcites →https://doi.org/10.1109/icsenst.2017.8304512openalex-snapshot
Physical rehabilitation based on kinect serious games
inferredcites →https://doi.org/10.1109/synasc.2016.049openalex-snapshot
Gesture Recognition on Kinect Time Series Data Using Dynamic Time Warping and Hidden Markov Models
inferredcites →https://doi.org/10.1109/tassp.1978.1163055openalex-snapshot
Dynamic programming algorithm optimization for spoken word recognition
inferredcites →https://doi.org/10.1109/tcyb.2014.2335540openalex-snapshot
Real-Time Human Movement Retrieval and Assessment With Kinect Sensor
inferredcites →https://doi.org/10.1109/tnsre.2020.2966249openalex-snapshot
A Deep Learning Framework for Assessing Physical Rehabilitation Exercises
inferredcites →https://doi.org/10.1145/1836135.1836144openalex-snapshot
Exergame effectiveness
inferredcites →https://doi.org/10.1155/2014/846514openalex-snapshot
A Review on Technical and Clinical Impact of Microsoft Kinect on Physical Therapy and Rehabilitation
inferredcites →https://doi.org/10.14236/ewic/hci2017.70openalex-snapshot
MIRA
inferredcites →https://doi.org/10.14236/ewic/hci2017.87openalex-snapshot
Improving Movement Analysis in Physical Therapy Systems Based on Kinect Interaction
inferredcites →https://doi.org/10.1589/jpts.30.555openalex-snapshot
The feasibility of using exergames as a rehabilitation tool: the attitudes, awareness, opinions and experiences of physiotherapists, and older people towards exergames
inferredcites →https://doi.org/10.21307/ijssis-2019-131openalex-snapshot
Kinect Based System and Serious Game Motivating Approach for Physiotherapy Assessment and Remote Session Monitoring
inferredcites →https://doi.org/10.2196/14549openalex-snapshot
Effectiveness of Serious Games to Increase Physical Activity in Children With a Chronic Disease: Systematic Review With Meta-Analysis
inferredcites →https://doi.org/10.2196/15428openalex-snapshot
The Practical Work of Ensuring Effective Use of Serious Games in a Rehabilitation Clinic: A Qualitative Study
inferredcites →https://doi.org/10.2196/jmir.6841openalex-snapshot
Motivational Determinants of Exergame Participation for Older People in Assisted Living Facilities: Mixed-Methods Study
inferredcites →https://doi.org/10.3233/978-1-61499-566-1-696openalex-snapshot
Feasibility of using MIRA with adult patients presenting with upper limb motor dysfunction post neurological damage
inferredcites →https://doi.org/10.3390/s18051344openalex-snapshot
Smart Web-Based Platform to Support Physical Rehabilitation
inferredcites →https://doi.org/10.3390/s19132882openalex-snapshot
A Dynamic Time Warping Based Algorithm to Evaluate Kinect-Enabled Home-Based Physical Rehabilitation Exercises for Older People
inferredcites →https://doi.org/10.3414/me13-01-0109openalex-snapshot
Exercise Recognition for Kinect-based Telerehabilitation
inferredcites →https://doi.org/10.4172/2329-9096.1000403openalex-snapshot
Metrics for Performance Evaluation of Patient Exercises during Physical Therapy
inferredcites →https://doi.org/10.5220/0006108002810288openalex-snapshot
Motion Error Classification for Assisted Physical Therapy - A Novel Approach using Incremental Dynamic Time Warping and Normalised Hierarchical Skeleton Joint Data

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4618979openalex-extracted
inferred← citeshttps://doi.org/10.1007/978-3-031-92089-9_13openalex-snapshot
Evaluation Framework for Feedback Generation Methods in Skeletal Movement Assessment
inferred← citeshttps://doi.org/10.1007/978-3-032-34459-5_7openalex-snapshot
Enhancing Home Physiotherapy with Real-Time Feedback and Automated Performance Evaluation
inferred← citeshttps://doi.org/10.1007/s40489-026-00555-zopenalex-snapshot
Effects of Exergaming Interventions on the Core Symptoms and Related Features of Children and Adolescents with Autism Spectrum Disorder: A Systematic Review
inferred← citeshttps://doi.org/10.1016/j.artmed.2024.103005openalex-snapshot
Individualised recovery trajectories of patients with impeded mobility, using distance between probability distributions of learnt graphs
inferred← citeshttps://doi.org/10.1016/j.burns.2024.03.008openalex-snapshot
The future of burn management: How can machine learning lead to a revolution in improving the rehabilitation of burn patients?
inferred← citeshttps://doi.org/10.1016/j.compbiomed.2021.104316openalex-snapshot
A review of the evolution of scientific literature on technology-assisted approaches using RGB-D sensors for musculoskeletal health monitoring
inferred← citeshttps://doi.org/10.1016/j.compbiomed.2023.107420openalex-snapshot
D-STGCNT: A Dense Spatio-Temporal Graph Conv-GRU Network based on transformer for assessment of patient physical rehabilitation
inferred← citeshttps://doi.org/10.1016/j.cviu.2024.104228openalex-snapshot
Action assessment in rehabilitation: Leveraging machine learning and vision-based analysis
inferred← citeshttps://doi.org/10.1038/s41598-024-64514-6openalex-snapshot
Personalized rehabilitation approach for reaching movement using reinforcement learning
inferred← citeshttps://doi.org/10.1080/1023666x.2022.2161737openalex-snapshot
Polymer-based wearable nano-composite sensors: a review
inferred← citeshttps://doi.org/10.1097/rnj.0000000000000374openalex-snapshot
Exergames to Improve Rehabilitation for Shoulder Injury: Systematic Review and GRADE Evidence Synthesis
inferred← citeshttps://doi.org/10.1109/access.2023.3262260openalex-snapshot
Mapping Data Mining Technique and Gamification Approach for Studying Post-Stroke Rehabilitation Training: A Systematic Literature Review
inferred← citeshttps://doi.org/10.1145/3570349openalex-snapshot
PhysiQ
inferred← citeshttps://doi.org/10.1145/3580252.3586984openalex-snapshot
Short: Deep Learning Approach to Skeletal Performance Evaluation of Physical Therapy Exercises
inferred← citeshttps://doi.org/10.1145/3772318.3790905openalex-snapshot
When Play Hurts: Understanding Common Barriers in Movement-Based Games
inferred← citeshttps://doi.org/10.1177/20552076261462645openalex-snapshot
Two decades of AI-driven motion capture in rehabilitation: Mapping research networks, thematic hotspots, and future trajectories
inferred← citeshttps://doi.org/10.1186/s12984-025-01819-1openalex-snapshot
Lessons learned while exploring the impact of movement-tracking feedback on the experiences of children with neuromotor disorders taking part in interactive home exercise programs: a multi-case mixed methods study
inferred← citeshttps://doi.org/10.15758/ajk.2023.25.3.30openalex-snapshot
Effect of a Kinect-Based Exercise on Improving Job-Related Physical Fitness Tests for Korean Firefighters
inferred← citeshttps://doi.org/10.21203/rs.3.rs-5402527/v1openalex-snapshot
Performance Evaluation Model of Physical Exercises with a Robotic Trainer System
inferred← citeshttps://doi.org/10.2196/36154openalex-snapshot
Understanding Senior Adults’ Needs, Preferences, and Experiences of Commercial Exergames for Health: Usability Study
inferred← citeshttps://doi.org/10.2196/37229openalex-snapshot
Automated Assessment of Balance Rehabilitation Exercises With a Data-Driven Scoring Model: Algorithm Development and Validation Study
inferred← citeshttps://doi.org/10.2196/48063openalex-snapshot
Effects of a Gamified Agent-Based System for Personalized Elderly Care: Pilot Usability Study
inferred← citeshttps://doi.org/10.2196/preprints.39940openalex-snapshot
A Kinect-based Mixed Reality Device for Fitness Program of Health-related Physical Fitness Compared with Individual Training: Development and Usability Study (Preprint)
inferred← citeshttps://doi.org/10.22514/jomh.2023.090openalex-snapshot
Effect of unsupervised Kinect-based mixed reality fitness programs on health-related fitness in men during COVID-19 pandemic: randomized controlled study
inferred← citeshttps://doi.org/10.23949/kjpe.2024.11.63.6.41openalex-snapshot
동작인식 기반의 신체활동 프로그램이 발달장애 아동의 대근운동발달에 미치는 영향*
inferred← citeshttps://doi.org/10.31236/osf.io/w734aopenalex-snapshot
Precision strength training: Data-driven artificial intelligence approach to strength and conditioning
inferred← citeshttps://doi.org/10.3389/frvir.2024.1340072openalex-snapshot
Design recommendations for XR-based motor rehabilitation exergames at home
inferred← citeshttps://doi.org/10.3390/healthcare9050584openalex-snapshot
Feasibility and Effectiveness of a Motion Tracking-Based Online Fitness Program for Office Workers
inferred← citeshttps://doi.org/10.3390/jpm16020111openalex-snapshot
Enhancing Extended Reality Technology for Neuromusculoskeletal Rehabilitation: Recommendations for the Development of Clinically Relevant Serious Games
inferred← citeshttps://doi.org/10.3390/s21248436openalex-snapshot
A Study Protocol for Occupational Rehabilitation in Multiple Sclerosis
inferred← citeshttps://doi.org/10.3390/s23167100openalex-snapshot
Home-Based Rehabilitation of the Shoulder Using Auxiliary Systems and Artificial Intelligence: An Overview
inferred← citeshttps://doi.org/10.3390/s26020464openalex-snapshot
Interpretable Biomechanical Feature Selection for VR Exercise Assessment Using SHAP and LDA
inferred← citeshttps://doi.org/10.37698/eastj.v2i1.200openalex-snapshot
Computer Vision-Based Approach for Breast Cancer Rehabilitation Evaluation: A Survey
inferred← citeshttps://doi.org/10.3934/mbe.2023886openalex-snapshot
A gait stability evaluation method based on wearable acceleration sensors
inferred← citeshttps://doi.org/10.5220/0013127400003911openalex-snapshot
VIRTUAL-PHYSIO: A Virtual Assistant for Home Physiotherapy Rehabilitation
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