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A Combination of Indoor Localization and Wearable Sensor–Based Physical Activity Recognition to Assess Older Patients Undergoing Subacute Rehabilitation: Baseline Study Results

https://doi.org/10.2196/14090
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What this work says

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

inferredcites →https://doi.org/10.1001/jama.2014.17841openalex-snapshot
Accuracy of Smartphone Applications and Wearable Devices for Tracking Physical Activity Data
inferredcites →https://doi.org/10.1001/jamainternmed.2015.7712openalex-snapshot
Effectiveness of Remote Patient Monitoring After Discharge of Hospitalized Patients With Heart Failure
inferredcites →https://doi.org/10.1007/s10916-011-9733-yopenalex-snapshot
A Remote Patient Monitoring System for Congestive Heart Failure
inferredcites →https://doi.org/10.1007/s40279-016-0663-1openalex-snapshot
Step Counting: A Review of Measurement Considerations and Health-Related Applications
inferredcites →https://doi.org/10.1016/j.compbiomed.2010.03.005openalex-snapshot
A learning method for the class imbalance problem with medical data sets
inferredcites →https://doi.org/10.1016/j.medengphy.2008.09.005openalex-snapshot
Direct measurement of human movement by accelerometry
inferredcites →https://doi.org/10.1038/506150aopenalex-snapshot
Scientific method: Statistical errors
inferredcites →https://doi.org/10.1073/pnas.1518285112openalex-snapshot
Why significant variables aren’t automatically good predictors
inferredcites →https://doi.org/10.1109/bsn.2016.7516252openalex-snapshot
Low-cost indoor health monitoring system
inferredcites →https://doi.org/10.1109/mcse.2011.36openalex-snapshot
Python for Scientists and Engineers
inferredcites →https://doi.org/10.1109/tbme.2003.812189openalex-snapshot
Ambulatory system for human motion analysis using a kinematic sensor: monitoring of daily physical activity in the elderly
inferredcites →https://doi.org/10.1109/tkde.2008.239openalex-snapshot
Learning from Imbalanced Data
inferredcites →https://doi.org/10.1109/uemcon.2016.7777845openalex-snapshot
Features based proximity localization with Bluetooth emitters
inferredcites →https://doi.org/10.1109/uemcon.2016.7777846openalex-snapshot
Evaluation of Bluetooth beacons behavior
inferredcites →https://doi.org/10.1109/uemcon.2016.7777884openalex-snapshot
Generalizable spatial feature for human positioning based on Bluetooth beacons
inferredcites →https://doi.org/10.1111/cpf.12127openalex-snapshot
A universal, accurate intensity‐based classification of different physical activities using raw data of accelerometer
inferredcites →https://doi.org/10.1152/jappl.1980.49.5.881openalex-snapshot
Body acceleration distribution and O2 uptake in humans during running and jumping
inferredcites →https://doi.org/10.1152/japplphysiol.00465.2009openalex-snapshot
An artificial neural network to estimate physical activity energy expenditure and identify physical activity type from an accelerometer
inferredcites →https://doi.org/10.1159/000369095openalex-snapshot
Wearable Sensor-Based In-Home Assessment of Gait, Balance, and Physical Activity for Discrimination of Frailty Status: Baseline Results of the Arizona Frailty Cohort Study
inferredcites →https://doi.org/10.1186/1748-5908-6-42openalex-snapshot
The behaviour change wheel: A new method for characterising and designing behaviour change interventions
inferredcites →https://doi.org/10.1249/01.mss.0000074670.03001.98openalex-snapshot
Weight Loss and Exercise: Implications for Muscle Lipid Metabolism and Insulin Action
inferredcites →https://doi.org/10.1249/01.mss.0000078932.61440.a2openalex-snapshot
Validity of 10 Electronic Pedometers for Measuring Steps, Distance, and Energy Cost
inferredcites →https://doi.org/10.1249/mss.0b013e3182351913openalex-snapshot
Evaluation of Activity Monitors in Controlled and Free-Living Environments
inferredcites →https://doi.org/10.1249/mss.0b013e31827f0d9copenalex-snapshot
Estimating Activity and Sedentary Behavior from an Accelerometer on the Hip or Wrist
inferredcites →https://doi.org/10.1249/mss.0b013e31829736d6openalex-snapshot
Activity Recognition Using a Single Accelerometer Placed at the Wrist or Ankle
inferredcites →https://doi.org/10.14288/hfjc.v5i4.144openalex-snapshot
Is this Bit Fit? Measuring the Quality of the Fitbit Step-Counter
inferredcites →https://doi.org/10.1613/jair.953openalex-snapshot
SMOTE: Synthetic Minority Over-sampling Technique
inferredcites →https://doi.org/10.17615/zfsn-y805openalex-snapshot
Defining Accelerometer Thresholds for Activity Intensities in Adolescent Girls
inferredcites →https://doi.org/10.2196/jmir.3757openalex-snapshot
The Role of Mobile Technologies in Health Care Processes: The Case of Cancer Supportive Care
inferredcites →https://doi.org/10.3389/fnagi.2016.00167openalex-snapshot
Upper-Extremity Dual-Task Function: An Innovative Method to Assess Cognitive Impairment in Older Adults
inferredcites →https://doi.org/10.3390/s18051336openalex-snapshot
Wearable Sensors and the Assessment of Frailty among Vulnerable Older Adults: An Observational Cohort Study

What points at this work

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

inferred← citeshttps://doi.org/10.1007/s11596-021-2474-3openalex-snapshot
Application of Artificial Intelligence in Medicine: An Overview
inferred← citeshttps://doi.org/10.1016/j.jamda.2021.04.012openalex-snapshot
Digital Health Interventions among People Living with Frailty: A Scoping Review
inferred← citeshttps://doi.org/10.1016/j.measen.2022.100649openalex-snapshot
People detection measurement setup based on a DOA approach implemented on a sensorised social robot
inferred← citeshttps://doi.org/10.1016/j.pmcj.2026.102162openalex-snapshot
Interpretable healthcare localization with Explainable Artificial Intelligence
inferred← citeshttps://doi.org/10.1080/01924788.2023.2210421openalex-snapshot
Associations Between Subacute Rehabilitation Experiences and Transitions into Long-Term Care
inferred← citeshttps://doi.org/10.1080/87565641.2021.1979005openalex-snapshot
Remote, Unsupervised Functional Motor Task Evaluation in Older Adults across the United States Using the MindCrowd Electronic Cohort
inferred← citeshttps://doi.org/10.1109/access.2024.3413822openalex-snapshot
Optimal Activity Recognition Framework Based on Improvement of Regularized Neighborhood Component Analysis (RNCA)
inferred← citeshttps://doi.org/10.1109/ehb52898.2021.9657727openalex-snapshot
IoT Health Status Monitoring System for Elderly People
inferred← citeshttps://doi.org/10.1109/pimrc50174.2021.9569286openalex-snapshot
Multi-Step Optimization of Indoor Localization Accuracy Using Commodity WiFi
inferred← citeshttps://doi.org/10.1121/10.0013706openalex-snapshot
Telehealth solutions for assessing auditory outcomes related to noise and ototoxic exposures in clinic and research
inferred← citeshttps://doi.org/10.1159/000540492openalex-snapshot
Automate, Illuminate, Predict: A Universal Framework for Integrating Wearable Sensors in Healthcare
inferred← citeshttps://doi.org/10.1177/20552076221081696openalex-snapshot
Indoor positioning systems in hospitals: A scoping review
inferred← citeshttps://doi.org/10.2196/17216openalex-snapshot
Development and Clinical Evaluation of a Web-Based Upper Limb Home Rehabilitation System Using a Smartwatch and Machine Learning Model for Chronic Stroke Survivors: Prospective Comparative Study
inferred← citeshttps://doi.org/10.2196/23887openalex-snapshot
Physical Activity Behavior of Patients at a Skilled Nursing Facility: Longitudinal Cohort Study
inferred← citeshttps://doi.org/10.2196/24402openalex-snapshot
Upper-Limb Motion Recognition Based on Hybrid Feature Selection: Algorithm Development and Validation
inferred← citeshttps://doi.org/10.2196/33265openalex-snapshot
Remote Monitoring of Patients With Hematologic Malignancies at High Risk of Febrile Neutropenia: Exploratory Study
inferred← citeshttps://doi.org/10.2196/64254openalex-snapshot
Unveiling the Frailty Spatial Patterns Among Chilean Older Persons by Exploring Sociodemographic and Urbanistic Influences Based on Geographic Information Systems: Cross-Sectional Study
inferred← citeshttps://doi.org/10.2196/66773openalex-snapshot
Remote Patient Monitoring for Global Emergencies: Case Study in Patients With COVID-19
inferred← citeshttps://doi.org/10.2196/70188openalex-snapshot
Definition and Test-Retest Reliability of a Monitoring Method Integrating Accelerometric Actigraphy and Bluetooth Indoor Location Tracking Applied in a Long-Term Residential Unit for Persons With Dementia: Longitudinal Observational Study
inferred← citeshttps://doi.org/10.2196/76084openalex-snapshot
Advancements in Wearable Sensor Technologies for Health Monitoring in Terms of Clinical Applications, Rehabilitation, and Disease Risk Assessment: Systematic Review
inferred← citeshttps://doi.org/10.2196/preprints.42280openalex-snapshot
How Do a Person's Bed Movements Relate to Fall Risk?: A Systematic Review (Preprint)
inferred← citeshttps://doi.org/10.2196/preprints.66773openalex-snapshot
Remote Patient Monitoring for Global Emergencies: a case study in COVID-19 patients (Preprint)
inferred← citeshttps://doi.org/10.24251/hicss.2021.447openalex-snapshot
Why do Visitors intend to use Indoor Navigation and Indoor Localization Systems in Hospitals? A Quantitative Survey from Germany
inferred← citeshttps://doi.org/10.3389/fdgth.2024.1399461openalex-snapshot
Developing remote patient monitoring infrastructure using commercially available cloud platforms
inferred← citeshttps://doi.org/10.3390/app15126840openalex-snapshot
A Review of Innovative Medical Rehabilitation Systems with Scalable AI-Assisted Platforms for Sensor-Based Recovery Monitoring
inferred← citeshttps://doi.org/10.3390/electronics9050728openalex-snapshot
Indoor Positioning for Monitoring Older Adults at Home: Wi-Fi and BLE Technologies in Real Scenarios
inferred← citeshttps://doi.org/10.3390/s18051336openalex-snapshot
Wearable Sensors and the Assessment of Frailty among Vulnerable Older Adults: An Observational Cohort Study
inferred← citeshttps://doi.org/10.3390/s21217065openalex-snapshot
Bluetooth Low Energy Beacon Sensors to Document Handheld Magnifier Use at Home by People with Low Vision
inferred← citeshttps://doi.org/10.3390/s22031220openalex-snapshot
Indoor Location Data for Tracking Human Behaviours: A Scoping Review
inferred← citeshttps://doi.org/10.3390/s22103709openalex-snapshot
Multi-AP and Test Point Accuracy of the Results in WiFi Indoor Localization
inferred← citeshttps://doi.org/10.3390/s23125752openalex-snapshot
Continuous Monitoring of Health and Mobility Indicators in Patients with Cardiovascular Disease: A Review of Recent Technologies
inferred← citeshttps://doi.org/10.3390/s23156652openalex-snapshot
Developing a Smartwatch-Based Healthcare Application: Notes to Consider
inferred← citeshttps://doi.org/10.3390/s23208646openalex-snapshot
Multisensory System for Long-Term Activity Monitoring to Facilitate Aging-in-Place
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