Research graph
References from Technology-Enhanced Health Care in Smart Homes: Scoping Review of Sensor Technologies, Clinical Applications, Integration Challenges, and Future Directions. Local targets link to admitted publications; unresolved targets remain external evidence.
The application of preventive medicine in the future digital health era
10.2196/59165 · External reference
Home-based digital health technologies for older adults to self-manage multiple chronic conditions: a data-informed analysis of user engagement from a longitudinal trial
10.1177/20552076221125957 · External reference
Designing a robotic smart home for everyone, especially the elderly and people with disabilities
10.20407/fmj.2018-009 · External reference
Unresolved reference
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Smart homes - current features and future perspectives
10.1016/j.maturitas.2009.07.014 · External reference
Unresolved reference
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The integrated smart system to assist elderly at home
10.11591/ijai.v13.i4.pp4988-4997 · External reference
Smart home for enhanced healthcare: exploring human machine interface oriented digital twin model
10.1007/s11042-023-16875-9 · External reference
Future smart connected communities to fight COVID-19 outbreak
10.1016/j.iot.2020.100342 · External reference
Automated health monitoring system using advanced technology
10.4018/jitr.2019070107 · External reference
Developing a smart home technology innovation for people with physical and mental health problems: considerations and recommendations
10.2196/25116 · External reference
Scoping studies: towards a methodological framework
10.1080/1364557032000119616 · External reference
Scoping studies: advancing the methodology
10.1186/1748-5908-5-69 · External reference
Updated methodological guidance for the conduct of scoping reviews
10.11124/jbies-20-00167 · External reference
PRISMA Extension for Scoping Reviews (PRISMA-ScR): checklist and explanation
10.7326/m18-0850 · External reference
Pets and private renting: a rapid evidence review of the barriers, benefits, and challenges
10.1080/19491247.2024.2308711 · External reference
Mapping two decades of smart home research: a systematic scientometric analysis
10.1016/j.techfore.2022.121676 · External reference
Home telemonitoring in smart rurality: results from the HIS2R interreg feasibility pilot study
10.1007/s40520-024-02709-7 · External reference
Twelve-month pilot study on wearables to enhance health and quality of life in older adults
10.1007/s12553-025-01016-z · External reference
Unresolved reference
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Benefits and barriers associated with the use of smart home health technologies in the care of older persons: a systematic review
10.1186/s12877-024-04702-1 · External reference
Smart home sensing and monitoring in households with dementia: user-centered design approach
10.2196/27047 · External reference
A review of smart homes- present state and future challenges
10.1016/j.cmpb.2008.02.001 · External reference
Community health worker use of smart devices for health promotion: scoping review
10.2196/42023 · External reference
Smart home: architecture, technologies and systems
10.1016/j.procs.2018.04.219 · External reference
Shedding light on falls: the effect of lighting levels on fall risk in long-term residential care facilities
10.1177/07334648241302552 · External reference
Low-cost air quality sensing towards smart homes
10.3390/atmos12040453 · External reference
A review of smart homes—past, present, and future
10.1109/tsmcc.2012.2189204 · External reference
The Internet of Things in elderly healthcare applications: a systematic review and future directions
10.1109/access.2025.3562147 · External reference
Health monitoring using smart home technologies: scoping review
10.2196/37347 · External reference
10.1109/embc40787.2023.10340481
10.1109/embc40787.2023.10340481 · External reference
10.1109/iembs.2004.1403880
10.1109/iembs.2004.1403880 · External reference
Internet of Things and machine learning for healthy ageing: identifying the early signs of dementia
10.3390/s20216031 · External reference
Health sensors, smart home devices, and the Internet of Medical Things: an opportunity for dramatic improvement in care for the lower extremity complications of diabetes
10.1177/1932296818768618 · External reference
10.1109/iembs.2009.5332665
10.1109/iembs.2009.5332665 · External reference
Implementation of digital home monitoring and management of respiratory disease
10.1097/mcp.0000000000000965 · External reference
Passive radar for opportunistic monitoring in e-Health applications
10.1109/jtehm.2018.2791609 · External reference
Performance evaluation of a wrist-worn reflectance pulse oximeter during sleep
10.1016/j.sleh.2022.04.003 · External reference
Unresolved reference
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A smart health monitoring chair for nonintrusive measurement of biological signals
10.1109/titb.2011.2175742 · External reference
Smart furniture using radar technology for cardiac health monitoring
10.1038/s41598-024-80062-5 · External reference
Multiarmed bandits for sleep recognition of elderly living in single-resident smart homes
10.1109/jiot.2023.3300015 · External reference
10.1109/iembs.2006.260367
10.1109/iembs.2006.260367 · External reference
Review on the current long-term, limited lead electroencephalograms
10.1016/j.yebeh.2023.109557 · External reference
Screen-printed textile-based electrochemical biosensor for noninvasive monitoring of glucose in sweat
10.3390/bios13070684 · External reference
Automated in-toilet hydration sensor for urinalysis on participants during a four-day prolonged walking exercise event: prototype validation study
10.1016/j.sbsr.2025.100763 · External reference
Internet of Things based on electronic and mobile health systems for blood glucose continuous monitoring and management
10.1109/access.2019.2956745 · External reference
Wearable transcutaneous CO₂ monitor based on miniaturized nondispersive infrared sensor
10.1109/jsen.2021.3081696 · External reference
A wearable microneedle patch incorporating reversible FRET-based hydrogel sensors for continuous glucose monitoring
10.1016/j.bios.2024.116542 · External reference
Smart Carpet: developing a sensor system to detect falls and summon assistance
10.3928/00989134-20100602-02 · External reference
Attitudes toward technology and use of fall alert wearables in caregiving: survey study
10.2196/23381 · External reference
Electronic textiles: new age of wearable technology for healthcare and fitness solutions
10.1016/j.mtbio.2023.100565 · External reference
Development of YOLO-based model for fall detection in IoT smart home applications
10.14569/ijacsa.2023.01410117 · External reference
Camera-based objective measures of Parkinson’s disease gait features
10.1186/s13104-021-05744-z · External reference
AI based elderly fall prediction system using wearable sensors: a smart home-care technology with IOT
10.1016/j.measen.2022.100614 · External reference
A systematic review of wearable sensor-based technologies for fall risk assessment in older adults
10.3390/s22186752 · External reference
The value of radio frequency identification in quality management of the blood transfusion chain in an academic hospital setting
10.2196/medinform.9510 · External reference
An IoT and wearables-based smart home for ALS patients
10.1109/jiot.2022.3176202 · External reference
A bionic skin for health management: excellent breathability, in situ sensing, and big data analysis
10.1002/adma.202306435 · External reference
Development and preliminary feasibility of an automated hypertension self-management system
10.1016/j.amjmed.2018.04.038 · External reference
Near-infrared organic photodetectors toward skin-integrated photoplethysmography-electrocardiography multimodal sensing system
10.1002/advs.202304174 · External reference
Home monitoring with technology-supported management in chronic heart failure: a randomised trial
10.1136/heartjnl-2020-316773 · External reference
Point-of-care detection devices for wound care and monitoring
10.1016/j.tibtech.2023.07.001 · External reference
Instrument-free single-step direct estimation of the plasma glucose level from one drop of blood using smartphone-interfaced analytics on a paper strip
10.1039/d2lc00824f · External reference
Longitudinal coadaptation of older adults with wearables and voice-activated virtual assistants: scoping review
10.2196/57258 · External reference
Neuro-detect: a machine learning-based fast and accurate seizure detection system in the IoMT
10.1109/tce.2019.2917895 · External reference
Pharmaceutical mobile application for visually-impaired people in Thailand: development and implementation
10.1186/s12911-021-01573-z · External reference
Exploiting smart e-Health gateways at the edge of healthcare Internet-of-Things: a fog computing approach
10.1016/j.future.2017.02.014 · External reference
GeriKit: a novel app for comprehensive geriatric assessment
10.1080/02701960.2022.2048298 · External reference
Design of a secure wireless home automation system with an Open Home Automation Bus (OpenHAB 2) Framework
10.1155/2020/8868602 · External reference
Forensic analysis for AI speaker with display Echo Show 2nd generation as a case study
10.1016/j.fsidi.2021.301130 · External reference
Multi-modal biometric-based implicit authentication of wearable device users
10.1109/tifs.2019.2911170 · External reference
Sleep staging algorithm based on smartwatch sensors for healthy and sleep apnea populations
10.1016/j.sleep.2024.05.033 · External reference
Apple HealthKit and Health App: patient uptake and barriers in primary care
10.1089/tmj.2015.0106 · External reference
Changes in continuous glucose monitoring metrics and predictors of improvement 12 months after conversion from Freestyle Libre to Freestyle Libre 2
10.1111/dme.15130 · External reference
Promoting self-care of diabetic foot ulcers through a mobile phone app: user-centered design and evaluation
10.2196/10105 · External reference
Daily electronic monitoring of subjective and objective measures of illness activity in bipolar disorder using smartphones--the MONARCA II trial protocol: a randomized controlled single-blind parallel-group trial
10.1186/s12888-014-0309-5 · External reference
SmartFABER: recognizing fine-grained abnormal behaviors for early detection of mild cognitive impairment
10.1016/j.artmed.2015.12.001 · External reference
Smartphone apps for schizophrenia: a systematic review
10.2196/mhealth.4930 · External reference
Life with FOCUS: a qualitative evaluation of the impact of a smartphone intervention on people with serious mental illness
10.1037/prj0000337 · External reference
Smart home advancements for health care and beyond: systematic review of two decades of user-centric innovation
10.2196/62793 · External reference
Care4U: integrated healthcare systems based on blockchain
10.1016/j.bcra.2023.100151 · External reference
IoT-based smart home process management using a workflow approach
10.4018/ijitwe.2020040103 · External reference
Mobile phone apps for family caregivers: a scoping review and qualitative content analysis
10.1177/20552076221076672 · External reference
A Health-IoT platform based on the integration of intelligent packaging, unobtrusive bio-sensor, and intelligent medicine box
10.1109/tii.2014.2307795 · External reference
Textile-based sensors for biosignal detection and monitoring
10.3390/s21186042 · External reference
E-textiles for health monitoring: off to a slow start, but coming soon
10.1109/mpuls.2020.2993663 · External reference
Woven wearable electronic textiles as self-powered intelligent tribo-sensors for activity monitoring
10.1002/gch2.201900070 · External reference
Wearable and flexible sensor devices: recent advances in designs, fabrication methods, and applications
10.3390/s25051377 · External reference
Development of a textile based protein sensor for monitoring the healing progress of a wound
10.1038/s41598-022-11982-3 · External reference
The potential of the Internet of Things for human activity recognition in smart home: overview, challenges, approaches
10.11591/ijeecs.v36.i1.pp302-317 · External reference
Unobtrusive health monitoring in private spaces: the smart home
10.3390/s21030864 · External reference
Determinants of information communication and smart home automation technology adoption for aging-in-place
10.1108/jet-11-2019-0050 · External reference
Smart-home concept for remote monitoring of instrumental activities of daily living (IADL) in older adults with cognitive impairment: a proof of concept and feasibility study
10.3390/s22186745 · External reference
Deep learning enabled smart mats as a scalable floor monitoring system
10.1038/s41467-020-18471-z · External reference
Care4AD: a technology-driven platform for care coordination and management: acceptability study in dementia
10.1159/000526219 · External reference
Unresolved reference
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MUS3E: a mobility ubiquitous sensor edge environment for the elderly
10.3390/electronics12143003 · External reference
Indoor anti-collision alarm system based on wearable Internet of Things for smart healthcare
10.1109/mcom.2018.1700706 · External reference
10.1109/sensors47087.2021.9639702
10.1109/sensors47087.2021.9639702 · External reference
Vital-sign monitoring and spatial tracking of multiple people using a contactless radar-based sensor
10.1038/s41928-019-0258-6 · External reference
An in-depth analysis of smart healthcare monitoring systems for humans based on IoT
10.4018/ijhisi.324931 · External reference
The use of smart rings in health monitoring—a meta-analysis
10.3390/app142310778 · External reference
AI-based smart sensing and AR for gait rehabilitation assessment
10.3390/info14070355 · External reference
A wireless, self-powered smart insole for gait monitoring and recognition via nonlinear synergistic pressure sensing
10.1126/sciadv.adu1598 · External reference
Applications of vibration sensors in medicine: enhancing healthcare through innovative monitoring
10.61189/871852usmbep · External reference
An energy-efficient algorithm for wearable electrocardiogram signal processing in ubiquitous healthcare applications
10.3390/s18030923 · External reference
10.1109/iembs.2005.1616354
10.1109/iembs.2005.1616354 · External reference
A survey on smart wearable devices for healthcare applications
10.1007/s11277-023-10639-2 · External reference
Leveraging machine learning, IoT, and cloud computing for smart homes
10.1007/978-981-96-3333-3_11 · External reference
Assessing the intrinsic radiation efficiency of tissue-implanted UHF antennas
10.1109/tap.2019.2935113 · External reference
FedCure: a heterogeneity-aware personalized federated learning framework for intelligent healthcare applications in IoMT environments
10.1109/access.2024.3357514 · External reference
10.1109/iementech.2018.8465272
10.1109/iementech.2018.8465272 · External reference
Digital health technology for use in patients with serious mental illness: a systematic review of the literature
10.2147/mder.s144158 · External reference
Smart home automation technology to support caring of individuals with Alzheimer’s disease and related dementia: an early intervention framework
10.1080/17483107.2022.2125088 · External reference
Cuffless and continuous blood pressure estimation from the heart sound signals
10.3390/s150923653 · External reference
Heart rate prediction with contactless active assisted living technology: a smart home approach for older adults
10.3389/frai.2023.1342427 · External reference
Machine learning-based gait health monitoring for multi-occupant smart homes
10.1016/j.iot.2024.101154 · External reference
Hybrid emotion-aware monitoring system based on brainwaves for Internet of Medical Things
10.1109/jiot.2021.3079461 · External reference
Exploiting IoT technologies for enhancing health smart homes through patient identification and emotion recognition
10.1016/j.comcom.2016.03.010 · External reference
A nurse-driven method for developing artificial intelligence in “smart” homes for aging-in-place
10.1016/j.outlook.2018.11.004 · External reference
Wearable sensing, big data technology for cardiovascular healthcare: current status and future prospective
10.1097/cm9.0000000000002117 · External reference
Review on human action recognition in smart living: sensing technology, multimodality, real-time processing, interoperability, and resource-constrained processing
10.3390/s23115281 · External reference
Advances in machine learning for wearable sensors
10.1021/acsnano.4c05851 · External reference
Employing of machine learning and wearable devices in healthcare system: tasks and challenges
10.1007/s00521-024-10197-z · External reference
The contribution of machine learning in the validation of commercial wearable sensors for gait monitoring in patients: a systematic review
10.3390/s21144808 · External reference
The importance of real-world validation of machine learning systems in wearable exercise biofeedback platforms: a case study
10.3390/s21072346 · External reference
Human activity recognition dataset for pedestrians with mobility disabilities
10.1038/s41597-025-06527-y · External reference
A systematic literature review on human activity recognition using smart devices: advances, challenges, and future directions
10.1007/s10462-025-11275-x · External reference
Fog assisted-IoT enabled patient health monitoring in smart homes
10.1109/jiot.2018.2803201 · External reference
An IoT framework for bio-medical sensor data acquisition and machine learning for early detection
10.19101/ijatee.2019.650027 · External reference
A nonintrusive elderly home monitoring system
10.1109/jiot.2020.3019270 · External reference
Development and design of an intelligent home care system APP based on technology
10.32629/jai.v7i1.1198 · External reference
IoT-inspired smart home based urine infection prediction
10.1007/s12652-020-01952-w · External reference
The Internet of Medical Things (IoMT): opportunities and challenges
10.1007/s11276-024-03764-8 · External reference
IoT-based smart healthcare video surveillance system using edge computing
10.1007/s12652-021-03157-1 · External reference
Smart healthcare support for remote patient monitoring during COVID-19 quarantine
10.1016/j.imu.2020.100428 · External reference
Smart home technology for telemedicine and emergency management
10.1007/s12652-012-0129-8 · External reference
Human activity recognition based on embedded sensor data fusion for the internet of healthcare things
10.3390/healthcare10061084 · External reference
Progress of advanced devices and Internet of Things systems as enabling technologies for smart homes and health care
10.1021/acsmaterialsau.2c00001 · External reference
IoT wearable sensor and deep learning: an integrated approach for personalized human activity recognition in a smart home environment
10.1109/jiot.2019.2920283 · External reference
Internet-of-Things-enabled data fusion method for sleep healthcare applications
10.1109/jiot.2021.3067905 · External reference
Dissecting racial bias in an algorithm used to manage the health of populations
10.1126/science.aax2342 · External reference
Key challenges for delivering clinical impact with artificial intelligence
10.1186/s12916-019-1426-2 · External reference
Prediction models for diagnosis and prognosis of COVID-19: systematic review and critical appraisal
10.1136/bmj.m1328 · External reference
Investigating sources of inaccuracy in wearable optical heart rate sensors
10.1038/s41746-020-0226-6 · External reference
Keeping the resident in the loop: adapting the smart home to the user
10.1109/tsmca.2009.2025137 · External reference
Unresolved reference
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Telehealth in pediatric primary care
10.1016/j.cppeds.2021.100951 · External reference
Matter: IoT interoperability for smart homes
10.1109/mcom.001.2400274 · External reference
Privacy, boundaries and smart homes for health: an ethnographic study
10.1016/j.healthplace.2018.01.006 · External reference
Preserving continuity of behavioral health clinical care to patients using mobile devices
10.1093/milmed/usaa281 · External reference
Integrated sensing devices for disease prevention and health alerts in smart homes
10.3233/shti220007 · External reference
Digital technologies to improve the precision of paediatric growth disorder diagnosis and management
10.1016/j.ghir.2021.101408 · External reference
Online self-management interventions for chronically ill patients: cognitive impairment and technology issues
10.1016/j.ijmedinf.2014.01.005 · External reference
A framework for digital health equity
10.1038/s41746-022-00663-0 · External reference
Leaving patients to their own devices? Smart technology, safety and therapeutic relationships
10.1186/s12910-018-0255-8 · External reference
Effects of workload, work complexity, and repeated alerts on alert fatigue in a clinical decision support system
10.1186/s12911-017-0430-8 · External reference
Emerging smart home technologies to facilitate engaging with aging
10.3928/00989134-20191105-06 · External reference
Smart homes app vulnerabilities, threats, and solutions: a systematic literature review
10.1007/s10922-024-09803-1 · External reference
A secure and intelligent real-time health monitoring system for remote cardiac patients
10.1504/ijmei.2022.121130 · External reference
IoT supported smart home for the elderly
10.1016/j.iot.2020.100239 · External reference
IoT-enabled biosensors for real-time monitoring and early detection of chronic diseases
10.20463/pan.2024.0033 · External reference
Deep learning-based IoT system for remote monitoring and early detection of health issues in real-time
10.3390/s23115204 · External reference
Systematic design of health monitoring systems centered on older adults and ADLs
10.1186/s12911-024-02432-3 · External reference
Monitoring health parameters of elders to support independent living and improve their quality of life
10.3390/s21020517 · External reference
Interventions including smart technology compared with face-to-face physical activity interventions in older adults: systematic review and meta-analysis
10.2196/36134 · External reference
Smart homes for elderly healthcare-recent advances and research challenges
10.3390/s17112496 · External reference
Visualization of real-time smart home data using PowerBI
10.1007/s42979-024-03051-5 · External reference
HABITAT: an IoT solution for independent elderly
10.3390/s19051258 · External reference
IoT-based healthcare support system for Alzheimer’s patients
10.1155/2020/8822598 · External reference
IoT-based home monitoring: supporting practitioners’ assessment by behavioral analysis
10.3390/s19143238 · External reference
A cloud-based virtual caregiver for elderly people in a cyber physical IoT system
10.1007/s10586-018-1806-y · External reference
eHomeCaregiving: a diabetes patient-centered blockchain ecosystem for COVID-19 caregiving
10.3389/fbloc.2021.477012 · External reference
Is connected health contributing to a healthier population?
10.2196/jmir.8309 · External reference
IAServ: an intelligent home care web services platform in a cloud for aging-in-place
10.3390/ijerph10116106 · External reference
Sensing home: designing an open tool that lets people collect and interpret simple sensor data from their homes
10.1515/icom-2018-0013 · External reference
Integrated management of energy, wellbeing and health in the next generation of smart homes
10.3390/s19030481 · External reference
Information privacy and pervasive health: frameworks at a glance
10.31661/jbpe.v0i0.398 · External reference
The SmartHabits: an intelligent privacy-aware home care assistance system
10.3390/s19040907 · External reference
Efficacy of remote health monitoring in reducing hospital readmissions among high-risk postdischarge patients: prospective cohort study
10.2196/53455 · External reference
The effect of telemedicine employing telemonitoring instruments on readmissions of patients with heart failure and/or COPD: a systematic review
10.3389/fdgth.2024.1441334 · External reference
The digital transformation of nursing practice: an analysis of advanced IoT technologies and smart nursing systems
10.3389/fmed.2024.1471527 · External reference
Impact of at-home telemonitoring on health services expenditure and hospital admissions in patients with chronic conditions: before and after control intervention analysis
10.2196/medinform.7308 · External reference
Human interaction classification in sliding video windows using skeleton data tracking and feature extraction
10.3390/s23146279 · External reference
