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Recognition of Basic Activities of Daily Living Using Wearable Devices for Older Adults: Scoping Review
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Outgoing claims: the papers this work cites, builds on, or argues with.
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Aging society and gerontechnology: A solution for an independent living?
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Activities of Daily Living
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Is research on ‘smart living environments’ based on unobtrusive technologies for older adults going in circles? Evidence from an umbrella review
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Disability in activities of daily living among adults with cancer: A systematic review and meta-analysis
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Human activity recognition with smartphone sensors using deep learning neural networks
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Imaging and fusing time series for wearable sensor-based human activity recognition
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Direct measurement of human movement by accelerometry
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The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition
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Predictive Value of Nonspecific Symptoms for Acute Illness in Nursing Home Residents
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Assessment of Activities of Daily Living, Self-Care, and Independence
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A Comprehensive Overview of Activities of Daily Living in Existing Frailty Instruments: A Systematic Literature Search
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The effect of definitions of activities of daily living on estimates of changing ability among older people
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Smartphone and Smartwatch-Based Biometrics Using Activities of Daily Living
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Identification of Free and WHO-Compliant Handwashing Moments Using Low Cost Wrist-Worn Wearables
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Smartwatch-based activity recognition: A machine learning approach
inferredcites →https://doi.org/10.1109/dcoss49796.2020.00016openalex-snapshot
HAWAD: Hand Washing Detection using Wrist Wearable Inertial Sensors
inferredcites →https://doi.org/10.1109/embc48229.2022.9871817openalex-snapshot
Drinking Gesture Detection Using Wrist-Worn IMU Sensors with Multi-Stage Temporal Convolutional Network in Free-Living Environments
inferredcites →https://doi.org/10.1109/icasert.2019.8934657openalex-snapshot
Human Activity Recognition Using Smartphone Sensors: A Dense Neural Network Approach
inferredcites →https://doi.org/10.1109/infocom.2019.8737513openalex-snapshot
Brush like a Dentist: Accurate Monitoring of Toothbrushing via Wrist-Worn Gesture Sensing
inferredcites →https://doi.org/10.1109/isie.2009.5222001openalex-snapshot
Development of a portable activity detector for daily activity recognition
inferredcites →https://doi.org/10.1109/iswc.2012.13openalex-snapshot
Introducing a New Benchmarked Dataset for Activity Monitoring
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A Data Driven End-to-End Approach for In-the-Wild Monitoring of Eating Behavior Using Smartwatches
inferredcites →https://doi.org/10.1109/jsen.2015.2497279openalex-snapshot
Detection of Gestures Associated With Medication Adherence Using Smartwatch-Based Inertial Sensors
inferredcites →https://doi.org/10.1109/robot.2009.5152756openalex-snapshot
Human daily activity recognition in robot-assisted living using multi-sensor fusion
inferredcites →https://doi.org/10.1109/titb.2005.856863openalex-snapshot
Activity Classification Using Realistic Data From Wearable Sensors
inferredcites →https://doi.org/10.1109/tmc.2014.2331969openalex-snapshot
Power-Aware Computing in Wearable Sensor Networks: An Optimal Feature Selection
inferredcites →https://doi.org/10.1109/tmc.2022.3193615openalex-snapshot
Leveraging Wearables for Assisting the Elderly With Dementia in Handwashing
inferredcites →https://doi.org/10.1111/j.1532-5415.1983.tb03391.xopenalex-snapshot
Assessing Self‐maintenance: Activities of Daily Living, Mobility, and Instrumental Activities of Daily Living
inferredcites →https://doi.org/10.1111/j.1532-5415.2005.53221.xopenalex-snapshot
The Montreal Cognitive Assessment, MoCA: A Brief Screening Tool For Mild Cognitive Impairment
inferredcites →https://doi.org/10.1111/jgs.12270openalex-snapshot
Stroke‐Associated Differences in Rates of Activity of Daily Living Loss Emerge Years Before Stroke Onset
inferredcites →https://doi.org/10.1145/2737095.2737106openalex-snapshot
Hand hygiene duration and technique recognition using wrist-worn sensors
inferredcites →https://doi.org/10.1145/3290605.3300568openalex-snapshot
Sensing Fine-Grained Hand Activity with Smartwatches
inferredcites →https://doi.org/10.1145/3313831.3376869openalex-snapshot
FitByte: Automatic Diet Monitoring in Unconstrained Situations Using Multimodal Sensing on Eyeglasses
inferredcites →https://doi.org/10.1145/3314404openalex-snapshot
Audio-Based Activities of Daily Living (ADL) Recognition with Large-Scale Acoustic Embeddings from Online Videos
inferredcites →https://doi.org/10.1145/3328932openalex-snapshot
Multi-task Self-Supervised Learning for Human Activity Detection
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Fluid intake recognition using inertial sensors
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An Activity Recognition System for Taking Medicine Using In-The-Wild Data to Promote Medication Adherence
inferredcites →https://doi.org/10.1145/3411763.3451517openalex-snapshot
Optimal Sensor Position: Exploring the Interface Between the User and Sensor in Activity Recognition System
inferredcites →https://doi.org/10.1145/3419016.3431489openalex-snapshot
Toothbrushing data and analysis of its potential use in human activity recognition applications
inferredcites →https://doi.org/10.1145/3428664openalex-snapshot
Data-driven Context Detection Leveraging Passively Sensed Nearables for Recognizing Complex Activities of Daily Living
inferredcites →https://doi.org/10.1145/3448891.3448943openalex-snapshot
AI-Fairness Towards Activity Recognition of Older Adults
inferredcites →https://doi.org/10.1145/3457607openalex-snapshot
A Survey on Bias and Fairness in Machine Learning
inferredcites →https://doi.org/10.1145/3460421.3480421openalex-snapshot
Using additional training sensors to improve single-sensor complex activity recognition
inferredcites →https://doi.org/10.1145/3463506openalex-snapshot
Contrastive Predictive Coding for Human Activity Recognition
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FitNibble: A Field Study to Evaluate the Utility and Usability of Automatic Diet Monitoring in Food Journaling Using an Eyeglasses-based Wearable
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MyMove: Facilitating Older Adults to Collect In-Situ Activity Labels on a Smartwatch with Speech
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Detecting Smartwatch-Based Behavior Change in Response to a Multi-Domain Brain Health Intervention
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Performance Comparison of Motion-Related Sensor Technology and Acoustic Sensor Technology in the Field of Human Health Monitoring
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Leveraging Sound and Wrist Motion to Detect Activities of Daily Living with Commodity Smartwatches
inferredcites →https://doi.org/10.1145/3534589openalex-snapshot
Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition
inferredcites →https://doi.org/10.1145/3539494.3542753openalex-snapshot
A multi-sensor deep learning approach for complex daily living activity recognition
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Complex Daily Activities, Country-Level Diversity, and Smartphone Sensing: A Study in Denmark, Italy, Mongolia, Paraguay, and UK
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Experience: Barriers and Opportunities of Wearables for Eating Research
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A Personalized Approach for Developing a Snacking Detection System using Earbuds in a Semi-Naturalistic Setting
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AudioIMU: Enhancing Inertial Sensing-Based Activity Recognition with Acoustic Models
inferredcites →https://doi.org/10.1145/3544794.3558476openalex-snapshot
Proximity-based Eating Event Detection in Smart Eyeglasses with Expert and Data Models
inferredcites →https://doi.org/10.1145/3550299openalex-snapshot
Assessing the State of Self-Supervised Human Activity Recognition Using Wearables
inferredcites →https://doi.org/10.1145/3551486openalex-snapshot
Deep Ensemble Learning for Human Activity Recognition Using Wearable Sensors via Filter Activation
inferredcites →https://doi.org/10.1145/3558884.3558895openalex-snapshot
Transformer-Based Recognition of Activities of Daily Living from Wearable Sensor Data
inferredcites →https://doi.org/10.1145/3561533openalex-snapshot
Explainable Activity Recognition for Smart Home Systems
inferredcites →https://doi.org/10.1145/3571306.3571390openalex-snapshot
Invited Paper: Hierarchical Activity Recognition with Smartwatch IMU
inferredcites →https://doi.org/10.1145/3610029openalex-snapshot
How do I compare to the other people?": Older Adults' Perspectives on Personal Smart Home Data for Self-Management"
inferredcites →https://doi.org/10.1145/3631450openalex-snapshot
Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition
inferredcites →https://doi.org/10.1145/3637290openalex-snapshot
A Step Toward Better Care: Understanding What Caregivers and Residents in Assisted Living Facilities Value in Health Monitoring Systems
inferredcites →https://doi.org/10.1145/3643553openalex-snapshot
Multimodal Daily-Life Logging in Free-living Environment Using Non-Visual Egocentric Sensors on a Smartphone
inferredcites →https://doi.org/10.1145/3643832.3661417openalex-snapshot
Poster: An Automated Method to Detect Tooth Brushing Activity with Smartwatch Sensors
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ActSonic: Recognizing Everyday Activities from Inaudible Acoustic Wave Around the Body
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Matching gerontechnologies to independent-living seniors’ individual needs: development of the GTM tool
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World Population Prospects 2017 - Volume I: Comprehensive Tables
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Health Monitoring Using Smart Home Technologies: Scoping Review
inferredcites →https://doi.org/10.32614/cran.package.wpp2015openalex-snapshot
wpp2015: World Population Prospects 2015
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Measurement tools to assess activities of daily living in patients with Parkinson’s disease: A systematic review
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Enhancing Nutrition Care Through Real-Time, Sensor-Based Capture of Eating Occasions: A Scoping Review
inferredcites →https://doi.org/10.3390/app7101101openalex-snapshot
UniMiB SHAR: A Dataset for Human Activity Recognition Using Acceleration Data from Smartphones
inferredcites →https://doi.org/10.3390/bios14010014openalex-snapshot
An Analysis of Fluid Intake Assessment Approaches for Fluid Intake Monitoring System
inferredcites →https://doi.org/10.3390/ijerph18010163openalex-snapshot
Technology Used to Recognize Activities of Daily Living in Community-Dwelling Older Adults
inferredcites →https://doi.org/10.3390/ijerph20021205openalex-snapshot
Can Smart Home Technologies Help Older Adults Manage Their Chronic Condition? A Systematic Literature Review
inferredcites →https://doi.org/10.3390/s16040426openalex-snapshot
Complex Human Activity Recognition Using Smartphone and Wrist-Worn Motion Sensors
inferredcites →https://doi.org/10.3390/s17010198openalex-snapshot
SisFall: A Fall and Movement Dataset
inferredcites →https://doi.org/10.3390/s19122803openalex-snapshot
Eating and Drinking Recognition in Free-Living Conditions for Triggering Smart Reminders
inferredcites →https://doi.org/10.3390/s21062176openalex-snapshot
Recognition of Bathroom Activities in Older Adults Using Wearable Sensors: A Systematic Review and Recommendations
inferredcites →https://doi.org/10.3390/s23187757openalex-snapshot
Technology to Automatically Record Eating Behavior in Real Life: A Systematic Review
inferredcites →https://doi.org/10.3390/s24123898openalex-snapshot
Exploring the Impact of the NULL Class on In-the-Wild Human Activity Recognition
inferredcites →https://doi.org/10.3390/s24144706openalex-snapshot
Automated Detection of In-Home Activities with Ultra-Wideband Sensors
inferredcites →https://doi.org/10.5014/ajot.2014.68s1openalex-snapshot
Occupational Therapy Practice Framework: Domain and Process (3rd Edition)
inferredcites →https://doi.org/10.5220/0007386901710178openalex-snapshot
Detailed Human Activity Recognition based on Multiple HMM
inferredcites →https://doi.org/10.7326/m18-0850openalex-snapshot
PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/978-3-032-10664-3_34openalex-snapshot
Improved Human Activity Recognition Using Time-Domain Features and Machine Learning Classifiers from HARTH Dataset
inferred← citeshttps://doi.org/10.1007/978-3-032-19543-2_16openalex-snapshot
Wi-Fi-Signal-Based Gesture Recognition and Image Processing for Assistive Technologies: A Machine Learning Perspective
inferred← citeshttps://doi.org/10.1007/s00146-026-03241-0openalex-snapshot
Not fearful, but cautious: racialized older adults’ views on artificial intelligence application on mobility-wearable devices
inferred← citeshttps://doi.org/10.1007/s10439-026-04061-5openalex-snapshot
AI-Driven Activity of Daily Living Monitoring: A Comprehensive Review of Ambient, Wearable, and Fusion-Based Sensing Technologies
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.133943openalex-snapshot
TCubes: Non-privacy invasive dataset for activities of daily living as thermal cubes
inferred← citeshttps://doi.org/10.1080/01691864.2026.2724662openalex-snapshot
PovNet+: a deep learning architecture for socially assistive robots to learn and assist with multiple activities of daily living
inferred← citeshttps://doi.org/10.1080/17483107.2026.2745369openalex-snapshot
Mobility wearable devices in older adults: a scoping review of hardware, artificial intelligence software and socio-ecological influences on device use
inferred← citeshttps://doi.org/10.1109/bhi67747.2025.11269539openalex-snapshot
A Personalized Transformer Neural Network for Accurate Recognition of Health-Indicative Complex Activities from Smartphone Sensors
inferred← citeshttps://doi.org/10.1109/metrolivenv70468.2026.11659909openalex-snapshot
Evaluating Pre-Trained Audio Models for Activities of Daily Living Recognition
inferred← citeshttps://doi.org/10.1145/3832005openalex-snapshot
ASAP: Acoustic-Semantic Alignment with Prototypes for Open-world Activity Recognition and Understanding on Glasses
inferred← citeshttps://doi.org/10.1177/20552076261427061openalex-snapshot
Multimodal healthcare system for human activity recognition using multiple features and advanced ensemble classifier
inferred← citeshttps://doi.org/10.2196/90411openalex-snapshot
AI-Based Measurement Tools for Intrinsic Capacity in Older Adults: Scoping Review
inferred← citeshttps://doi.org/10.2196/preprints.94296openalex-snapshot
Real-World Validation of an Unsupervised WiFi-Based System to Support Older Adult Care and Social Support: Longitudinal Study (Preprint)
inferred← citeshttps://doi.org/10.3389/fpubh.2026.1825340openalex-snapshot
Association between the different basic activities of daily living on the Barthel index and community living, use of mobility aids, and the survival at 5 years
inferred← citeshttps://doi.org/10.3390/computers15020113openalex-snapshot
Artificial Intelligence-Based Models for Predicting Disease Course Risk Using Patient Data
inferred← citeshttps://doi.org/10.3390/s26165072openalex-snapshot
Edge-AI Instrumentation Framework for Multimodal Biometric Sensing in Active Aging Environments
inferred← citeshttps://doi.org/10.3390/s26175681openalex-snapshot
MediaPipe-Based Activity Analysis by Healthcare Professionals: Method Development and Technology Acceptance—A Pilot Study
inferred← citeshttps://doi.org/10.4018/979-8-3373-5462-0.ch002openalex-snapshot
Artificial Intelligence (AI) in Geriatric Diagnostics
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