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Motion Tracking of Daily Living and Physical Activities in Health Care: Systematic Review From Designers’ Perspective

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3 of the 152 references listed on this page are in the Retraction Watch database as retracted (export 2026-11-11): 10.1155/2022/6713578 (notice 2022-12-15), 10.1155/2022/7152953 (notice 2023-09-20), 10.1155/2022/7992045 (notice 2023-12-13).

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What this work says

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

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Mobile Doctor Brain AI App: Artificial Intelligence for IoT Healthcare
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A Motion Capturing and Energy Harvesting Hybridized Lower‐Limb System for Rehabilitation and Sports Applications
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Computable knowledge: An imperative for Learning Health Systems
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Biomechatronic Simulator for Fencing Training Using Virtual Reality Technology
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Towards Wearable Technology Assisting in Training and Risk Assessment Against Musculoskeletal Disorders for Maritime Workers
inferredcites →https://doi.org/10.1007/978-3-031-20436-4_5openalex-snapshot
Efficient Subjective Video Quality Assessment Based on Active Learning and Clustering
inferredcites →https://doi.org/10.1007/978-3-319-63907-9_16openalex-snapshot
A Methodology for the Analysis of Soccer Matches Based on PageRank Centrality
inferredcites →https://doi.org/10.1007/978-3-319-91131-1_17openalex-snapshot
Potential of Wearable Technology for Super-Aging Societies
inferredcites →https://doi.org/10.1007/978-981-16-0115-6_50openalex-snapshot
Online Evaluation System of College Physical Education Students Based on Big Data and Artificial Intelligence Technology
inferredcites →https://doi.org/10.1007/s10489-017-0976-2openalex-snapshot
Combining emerging patterns with random forest for complex activity recognition in smart homes
inferredcites →https://doi.org/10.1007/s10916-013-9995-7openalex-snapshot
Smartphones and Health Promotion: A Review of the Evidence
inferredcites →https://doi.org/10.1007/s10916-016-0493-6openalex-snapshot
The adaptation of GDL motion recognition system to sport and rehabilitation techniques analysis
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Latent feature learning for activity recognition using simple sensors in smart homes
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EnsemConvNet: a deep learning approach for human activity recognition using smartphone sensors for healthcare applications
inferredcites →https://doi.org/10.1007/s11245-020-09723-0openalex-snapshot
Habitual Actions, Propositional Knowledge, Motor Representations and Intentionality
inferredcites →https://doi.org/10.1007/s11432-019-2761-yopenalex-snapshot
Motion trajectory prediction based on a CNN-LSTM sequential model
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Increasing Physical Activity Through Principles of Habit Formation in New Gym Members: a Randomized Controlled Trial
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Effectiveness of Using Personal Health Records to Improve Recommended Breast Cancer Screening and Reduce Racial and Geographic Disparities Among Women
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Edge-based Human Activity Recognition System for Smart Healthcare
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Measuring and Influencing Physical Activity with Smartphone Technology: A Systematic Review
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Patient-doctor communication on smoking and drinking: Lifestyle in medical consultations
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Temporal image analytics for abnormal construction activity identification
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Physical activity and autoimmune diseases: Get moving and manage the disease
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Human motion tracking for rehabilitation—A survey
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Using movement and intentions to understand human activity
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Moving towards intelligent telemedicine: Computer vision measurement of human movement
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A review of 3D human pose estimation algorithms for markerless motion capture
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Design as communication: exploring the validity and utility of relating intention to interpretation
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Artificial Intelligence in Healthcare: Review and Prediction Case Studies
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Quantified self and human movement: A review on the clinical impact of wearable sensing and feedback for gait analysis and intervention
inferredcites →https://doi.org/10.1016/j.gaitpost.2016.11.027openalex-snapshot
Overground vs. treadmill walking on biomechanical energy harvesting: An energetics and EMG study
inferredcites →https://doi.org/10.1016/j.ijcard.2019.05.066openalex-snapshot
New technologies, new disparities: The intersection of electronic health and digital health literacy
inferredcites →https://doi.org/10.1016/j.inffus.2018.06.002openalex-snapshot
Data fusion and multiple classifier systems for human activity detection and health monitoring: Review and open research directions
inferredcites →https://doi.org/10.1016/j.inffus.2019.09.002openalex-snapshot
An overview of data fusion techniques for Internet of Things enabled physical activity recognition and measure
inferredcites →https://doi.org/10.1016/j.inffus.2022.03.009openalex-snapshot
A systematic review on affective computing: emotion models, databases, and recent advances
inferredcites →https://doi.org/10.1016/j.jbi.2016.09.001openalex-snapshot
Health at hand: A systematic review of smart watch uses for health and wellness
inferredcites →https://doi.org/10.1016/j.jbi.2020.103627openalex-snapshot
A review on deep learning approaches in healthcare systems: Taxonomies, challenges, and open issues
inferredcites →https://doi.org/10.1016/j.jbiomech.2019.02.021openalex-snapshot
Markerless 2D kinematic analysis of underwater running: A deep learning approach
inferredcites →https://doi.org/10.1016/j.jbiomech.2021.110547openalex-snapshot
Moving outside the lab: Markerless motion capture accurately quantifies sagittal plane kinematics during the vertical jump
inferredcites →https://doi.org/10.1016/j.nepr.2012.12.007openalex-snapshot
Systematic Approaches to a Successful Literature Review
inferredcites →https://doi.org/10.1016/j.pec.2012.10.018openalex-snapshot
Effects of remote feedback in home-based physical activity interventions for older adults: A systematic review
inferredcites →https://doi.org/10.1016/j.pmrj.2018.06.013openalex-snapshot
Wearable Movement Sensors for Rehabilitation: A Focused Review of Technological and Clinical Advances
inferredcites →https://doi.org/10.1016/j.psychsport.2018.12.007openalex-snapshot
Habit and physical activity: Theoretical advances, practical implications, and agenda for future research
inferredcites →https://doi.org/10.1016/j.semarthrit.2021.04.004openalex-snapshot
Efficacy of home-based physical activity interventions in patients with autoimmune rheumatic diseases: A systematic review and meta-analysis
inferredcites →https://doi.org/10.1016/j.socscimed.2019.02.024openalex-snapshot
Health literacy as a social practice: Social and empirical dimensions of knowledge on health and healthcare
inferredcites →https://doi.org/10.1016/j.techsoc.2019.101212openalex-snapshot
Investigating acceptance of telemedicine services through an extended technology acceptance model (TAM)
inferredcites →https://doi.org/10.1016/s2468-2667(20)30086-4openalex-snapshot
COVID-19: health literacy is an underestimated problem
inferredcites →https://doi.org/10.1017/s0890060421000299openalex-snapshot
Continuous cycles of data-enabled design: reimagining the IoT development process
inferredcites →https://doi.org/10.1038/s41584-020-0427-zopenalex-snapshot
Combating physical inactivity during the COVID-19 pandemic
inferredcites →https://doi.org/10.1038/s41746-021-00514-4openalex-snapshot
A systematic review of smartphone-based human activity recognition methods for health research
inferredcites →https://doi.org/10.1055/s-0038-1668091openalex-snapshot
A Systematic Review of the Technology Acceptance Model in Health Informatics
inferredcites →https://doi.org/10.1056/nejm196803212781204openalex-snapshot
Medical Records That Guide and Teach
inferredcites →https://doi.org/10.1080/02701367.2000.11082782openalex-snapshot
Objective Monitoring of Physical Activity Using Motion Sensors and Heart Rate
inferredcites →https://doi.org/10.1080/10810730.2018.1511658openalex-snapshot
Health Literacy and Use and Trust in Health Information
inferredcites →https://doi.org/10.1080/14626268.2020.1835987openalex-snapshot
Getting into someone else's soul: communicating embodied experience
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Assessment of model-based image-matching for future reconstruction of unhelmeted sport head impact kinematics
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A review and analysis of the use of ‘habit’ in understanding, predicting and influencing health-related behaviour
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Making the Social Hold: Towards an Actor-Network Theory of Design
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Precise air time determination of athletic jumps with low-cost MEMS inertial sensors using multiple attribute decision making
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Vertical jump diagnosis for multiple athletes using a wearable inertial sensor unit
inferredcites →https://doi.org/10.1093/aje/153.3.242openalex-snapshot
Association between Physical Activity and Markers of Inflammation in a Healthy Elderly Population
inferredcites →https://doi.org/10.1093/heapro/daw062openalex-snapshot
Unpacking complexity in public health interventions with the Actor–Network Theory
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Prevalence and correlates of physical activity across kidney disease stages: an observational multicentre study
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Reassembling the Social
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Using a social marketing approach to develop Healthy Me, Healthy We: a nutrition and physical activity intervention in early care and education
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Does Exercise Reduce Inflammation? Physical Activity and C-Reactive Protein Among U.S. Adults
inferredcites →https://doi.org/10.1097/00005768-200409000-00030openalex-snapshot
ACSM???s Health-Related Physical Fitness Assessment Manual
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Applied Interdisciplinary Theory in Health Informatics
inferredcites →https://doi.org/10.1109/access.2019.2917125openalex-snapshot
SmartWall: Novel RFID-Enabled Ambient Human Activity Recognition Using Machine Learning for Unobtrusive Health Monitoring
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A Hybrid Deep Learning Model for Human Activity Recognition Using Multimodal Body Sensing Data
inferredcites →https://doi.org/10.1109/aect47998.2020.9194154openalex-snapshot
Smart System for Recognizing Daily Human Activities Based on Wrist IMU Sensors
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A freely available system for human activity recognition based on a low-cost body area network
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The role of visualization in tele-rehabilitation: A case study
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Head Posture Monitor Based On 3 IMU Sensors: Consideration Toward Healthcare Application
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A privacy-aware Kinect-based system for healthcare professionals
inferredcites →https://doi.org/10.1109/embc.2014.6944135openalex-snapshot
Quantitative evaluation of unrestrained human gait on change in walking velocity
inferredcites →https://doi.org/10.1109/healthcom49281.2021.9399005openalex-snapshot
TinyDL: Edge Computing and Deep Learning Based Real-time Hand Gesture Recognition Using Wearable Sensor
inferredcites →https://doi.org/10.1109/hnicem.2018.8666277openalex-snapshot
IoT-based Gait Monitoring System for Static and Dynamic Classification of Data
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Smart surveillance: applications, technologies and implications
inferredcites →https://doi.org/10.1109/indicon47234.2019.9030309openalex-snapshot
Health Assessment for Office Workers by Tracking the Wrist Motion Centric Activity
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An IoT-Enabled Telerobotic-Assisted Healthcare System Based on Inertial Motion Capture
inferredcites →https://doi.org/10.1109/iucc-css.2016.014openalex-snapshot
Activity Recognition in a Home Setting Using Off the Shelf Smart Watch Technology
inferredcites →https://doi.org/10.1109/jbhi.2021.3073352openalex-snapshot
Predicted Threshold for Seated Stability: Estimation of Margin of Stability Using Wearable Inertial Sensors
inferredcites →https://doi.org/10.1109/jbhi.2022.3175912openalex-snapshot
TARF: Technology-Agnostic RF Sensing for Human Activity Recognition
inferredcites →https://doi.org/10.1109/jiot.2020.2985082openalex-snapshot
Deep-Learning-Enhanced Human Activity Recognition for Internet of Healthcare Things
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Smartwatch-based Human Activity Recognition Using Hybrid LSTM Network
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Augmented Reality Visualization of Joint Movements for Rehabilitation and Sports Medicine
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Feasibility Study on Using AI and VR for Decision-Making Training of Basketball Players
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FedHome: Cloud-Edge Based Personalized Federated Learning for In-Home Health Monitoring
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Assessing Self‐maintenance: Activities of Daily Living, Mobility, and Instrumental Activities of Daily Living
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Environmental and Societal Factors Affect Food Choice and Physical Activity: Rationale, Influences, and Leverage Points
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Longitudinal changes in moderate‐to‐vigorous‐intensity physical activity in children and adolescents: A systematic review and meta‐analysis
inferredcites →https://doi.org/10.1111/sms.13616openalex-snapshot
Consequences of physical inactivity in older adults: A systematic review of reviews and meta‐analyses
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A Framework to Assess Human Performance in Normal and Emergency Situations
inferredcites →https://doi.org/10.1123/jsep.24.1.3openalex-snapshot
A Meta-Analytic Review of the Theories of Reasoned Action and Planned Behavior in Physical Activity: Predictive Validity and the Contribution of Additional Variables
inferredcites →https://doi.org/10.1126/science.1226918openalex-snapshot
Changing Human Behavior to Prevent Disease: The Importance of Targeting Automatic Processes
inferredcites →https://doi.org/10.1136/heartjnl-2021-320013openalex-snapshot
Association of physical activity trajectories with major cardiovascular diseases in elderly people
inferredcites →https://doi.org/10.1136/jech-2018-211758openalex-snapshot
Direct healthcare costs of sedentary behaviour in the UK
inferredcites →https://doi.org/10.1145/3196709.3196769openalex-snapshot
A Situated Exploration of Designing for Personal Health Ecosystems through Data-enabled Design
inferredcites →https://doi.org/10.1145/3313831.3376792openalex-snapshot
Researching AI Legibility through Design
inferredcites →https://doi.org/10.1145/3364998openalex-snapshot
Entanglement HCI The Next Wave?
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A study on smart home for medical surveillance
inferredcites →https://doi.org/10.1146/annurev.pu.13.050192.000531openalex-snapshot
How Much Physical Activity is Good for Health?
inferredcites →https://doi.org/10.1152/ajpheart.00268.2020openalex-snapshot
Social isolation during the COVID-19 pandemic can increase physical inactivity and the global burden of cardiovascular disease
inferredcites →https://doi.org/10.1155/2022/6713578openalex-snapshot
Characteristic Analysis of Tai Ji Chuan Standard Action Based on and Perceptual IoT Network
inferredcites →https://doi.org/10.1155/2022/7152953openalex-snapshot
Sports Analysis and Action Optimization in Physical Education Teaching Practice Based on Internet of Things Sensor Perception
inferredcites →https://doi.org/10.1155/2022/7992045openalex-snapshot
Skill Movement Trajectory Recognition of Freestyle Skiing U-Shaped Field Based on Deep Learning and Multitarget Tracking Algorithm
inferredcites →https://doi.org/10.1177/0022219413518582openalex-snapshot
Obesity, Physical Activity, and Sedentary Behavior of Youth With Learning Disabilities and ADHD
inferredcites →https://doi.org/10.1177/0162243910392795openalex-snapshot
Unpacking Design Practices
inferredcites →https://doi.org/10.1177/20552076221081696openalex-snapshot
Indoor positioning systems in hospitals: A scoping review
inferredcites →https://doi.org/10.1186/1743-0003-3-6openalex-snapshot
The evolution of methods for the capture of human movement leading to markerless motion capture for biomechanical applications
inferredcites →https://doi.org/10.1186/1748-5908-7-53openalex-snapshot
Creatures of habit: accounting for the role of habit in implementation research on clinical behaviour change
inferredcites →https://doi.org/10.1186/s12889-015-1429-7openalex-snapshot
Motives for adult participation in physical activity: type of activity, age, and gender
inferredcites →https://doi.org/10.1186/s12889-017-4090-5openalex-snapshot
Formulation of evidence-based messages to promote the use of physical activity to prevent and manage Alzheimer’s disease
inferredcites →https://doi.org/10.1186/s12889-019-7030-8openalex-snapshot
The impact of physical activity and an additional behavioural risk factor on cardiovascular disease, cancer and all-cause mortality: a systematic review
inferredcites →https://doi.org/10.1186/s12891-019-2893-5openalex-snapshot
Lower extremity kinematic analysis in male athletes with unilateral anterior cruciate reconstruction in a jump-landing task and its association with return to sport criteria
inferredcites →https://doi.org/10.1186/s13075-015-0560-2openalex-snapshot
Physical activity and risk of rheumatoid arthritis in women: a population-based prospective study
inferredcites →https://doi.org/10.1186/s40537-019-0217-0openalex-snapshot
Big data in healthcare: management, analysis and future prospects
inferredcites →https://doi.org/10.1186/s40798-018-0167-7openalex-snapshot
Measurement of Upper Limb Range of Motion Using Wearable Sensors: A Systematic Review
inferredcites →https://doi.org/10.1186/s40798-020-0237-5openalex-snapshot
Development of a Human Activity Recognition System for Ballet Tasks
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Daily Step Counts for Measuring Physical Activity Exposure and Its Relation to Health
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Service Design for Value Networks: Enabling Value Cocreation Interactions in Healthcare
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A novel approach for baseball pitch analysis using a full body motion analysis suit: A case series study
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Detecting Anomalies in Daily Activity Routines of Older Persons in Single Resident Smart Homes: Proof-of-Concept Study
inferredcites →https://doi.org/10.2196/30233openalex-snapshot
Technologies to Support Assessment of Movement During Video Consultations: Exploratory Study
inferredcites →https://doi.org/10.31887/dcns.2016.18.1/ksmithopenalex-snapshot
Habit formation
inferredcites →https://doi.org/10.3233/978-1-61499-558-6-62openalex-snapshot
Human Activity Recognition from Smart-Phone Sensor Data using a Multi-Class Ensemble Learning in Home Monitoring
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Measuring physical activity and sedentary behaviour at work: A review
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Stochastic Recognition of Physical Activity and Healthcare Using Tri-Axial Inertial Wearable Sensors
inferredcites →https://doi.org/10.3390/brainsci10010055openalex-snapshot
Motor Program Transformation of Throwing Dart from the Third-Person Perspective
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IMU-Based Monitoring for Assistive Diagnosis and Management of IoHT: A Review
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Defining a Healthy Diet: Evidence for the Role of Contemporary Dietary Patterns in Health and Disease
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Human Actions Analysis: Templates Generation, Matching and Visualization Applied to Motion Capture of Highly-Skilled Karate Athletes
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Use of Machine Learning and Wearable Sensors to Predict Energetics and Kinematics of Cutting Maneuvers
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A Container-Attachable Inertial Sensor for Real-Time Hydration Tracking
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Gait Characteristics Based on Shoe-Type Inertial Measurement Units in Healthy Young Adults during Treadmill Walking
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Reliability and Validity of a Novel Wearable Device for Measuring Elbow Strength
inferredcites →https://doi.org/10.3390/s20195705openalex-snapshot
Does the Position of Foot-Mounted IMU Sensors Influence the Accuracy of Spatio-Temporal Parameters in Endurance Running?
inferredcites →https://doi.org/10.3390/s20247179openalex-snapshot
IMU-Based Movement Trajectory Heatmaps for Human Activity Recognition
inferredcites →https://doi.org/10.3390/s21154949openalex-snapshot
A Framework for Maternal Physical Activities and Health Monitoring Using Wearable Sensors
inferredcites →https://doi.org/10.3990/1.9789036550550openalex-snapshot
Hiding in the deep : online animal activity recognition using motion sensors and machine learning
inferredcites →https://doi.org/10.4324/9780429328510-5openalex-snapshot
Actor-Network Theory
inferredcites →https://doi.org/10.5596/c13-009openalex-snapshot
Systematic Approaches to a Successful Literature Review
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The well-built clinical question: a key to evidence-based decisions

What points at this work

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

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AI Applications for General Well-Being
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Comparing the Efficacy of Proprioceptive Knee Training Versus Neuromuscular Knee Neuromuscular Knee Training among Subjects with Grade I and II Knee Osteoarthritis along with AI Motion Tracking Analysis
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Spatiotemporal neural radiance fields for AI driven motion quality analysis
inferred← citeshttps://doi.org/10.1007/s44163-025-00746-3openalex-snapshot
A digital twin-based biomechanical and psychosocial coupling framework for university sports dance training and evaluation
inferred← citeshttps://doi.org/10.1016/j.smhl.2025.100555openalex-snapshot
Advancing real-world applications: A scoping review on emerging wearable technologies for recognizing activities of daily living
inferred← citeshttps://doi.org/10.1038/s41528-025-00495-4openalex-snapshot
Textile electronic systems for therapeutic applications
inferred← citeshttps://doi.org/10.1038/s41598-026-63774-8openalex-snapshot
Recognition of everyday activities using experiment data from wearable sensors: a deep learning-based framework
inferred← citeshttps://doi.org/10.1038/s41746-026-02723-1openalex-snapshot
Dataset effects outweigh algorithmic effects in determining fairness of healthcare machine learning
inferred← citeshttps://doi.org/10.1080/09638288.2025.2496355openalex-snapshot
What does “tele” do to rehabilitation? Thematic analysis of therapists’ and families’ experiences of pediatric telerehabilitation
inferred← citeshttps://doi.org/10.1088/1361-665x/ae2709openalex-snapshot
A magnet-actuated contact-sliding-separation mode triboelectric nanogenerator
inferred← citeshttps://doi.org/10.1109/fg67764.2026.11556986openalex-snapshot
A Standardized Benchmark for Skeleton-Based Rehabilitation Assessment Using Deep Learning
inferred← citeshttps://doi.org/10.1109/jiot.2025.3594120openalex-snapshot
DRMTrack: An Extended Distributed Millimeter-Wave Radar Framework for Indoor Multi-Target Human Trajectory Tracking
inferred← citeshttps://doi.org/10.1109/jiot.2026.3672404openalex-snapshot
Digital-Twin-Empowered Cybersecurity Framework for Healthcare Vulnerability Assessment
inferred← citeshttps://doi.org/10.33093/ijoras.2026.8.1.5openalex-snapshot
Integrating Real-Time Pose Estimation in Block-Based Programming Environments Through Novel Architectural Patterns
inferred← citeshttps://doi.org/10.3390/electronics14173546openalex-snapshot
A Novel Integrated IMU-UWB Framework for Walking Trajectory Estimation in Non-Line-of-Sight Scenarios Involving Turning Gait
inferred← citeshttps://doi.org/10.3390/s25072314openalex-snapshot
Sensing the Inside Out: An Embodied Perspective on Digital Animation Through Motion Capture and Wearables
inferred← citeshttps://doi.org/10.36548/jismac.2026.2.002openalex-snapshot
Posture Guard: An IoT-Based Posture Monitoring and Feedback System Using IMU Sensors
inferred← citeshttps://doi.org/10.4018/979-8-3373-5447-7.ch011openalex-snapshot
IoT-Enabled Wearable Device for Stroke Rehabilitation at Home
inferred← citeshttps://doi.org/10.4235/agmr.24.0172openalex-snapshot
Evaluation of Activities of Daily Living: Current Insights and Future Horizons
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