- Home
- Publications
- Publication Search
- Publication Details
Title
Smart Consumer Wearables as Digital Diagnostic Tools: A Review
Authors
Keywords
-
Journal
Diagnostics
Volume 12, Issue 9, Pages 2110
Publisher
MDPI AG
Online
2022-09-01
DOI
10.3390/diagnostics12092110
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Anomaly Detection Framework for Wearables Data: A Perspective Review on Data Concepts, Data Analysis Algorithms and Prospects
- (2022) Jithin S. Sunny et al. SENSORS
- Application of ensemble machine learning algorithms on lifestyle factors and wearables for cardiovascular risk prediction
- (2022) Weiting Huang et al. Scientific Reports
- A Predictive Analysis of Heart Rates Using Machine Learning Techniques
- (2022) Matthew Oyeleye et al. International Journal of Environmental Research and Public Health
- Quantification Analysis of Sleep Based on Smartwatch Sensors for Parkinson’s Disease
- (2022) Yi-Feng Ko et al. Biosensors-Basel
- Adopting wearables to customize health insurance contributions: a ranking-type Delphi
- (2022) Daniel Neumann et al. BMC Medical Informatics and Decision Making
- Influence of ambient temperature on tonic and phasic electrodermal activity components
- (2022) Masood S Qasim et al. PHYSIOLOGICAL MEASUREMENT
- Machine learning-based optimization of pre-symptomatic COVID-19 detection through smartwatch
- (2022) Hyeong Rae Cho et al. Scientific Reports
- Machine Learning for Healthcare Wearable Devices: The Big Picture
- (2022) Farida Sabry et al. Journal of Healthcare Engineering
- Current Advancement in Diagnosing Atrial Fibrillation by Utilizing Wearable Devices and Artificial Intelligence: A Review Study
- (2022) Yu-Chiang Wang et al. Diagnostics
- Self-monitoring of the resting heart rate using a fitness tracker smartwatch application leads to an early diagnosis of large vessel vasculitis
- (2022) Nikitas Gkikopoulos et al. BMJ Case Reports
- Non-Contact Hand Movement Analysis for Optimal Configuration of Smart Sensors to Capture Parkinson’s Disease Hand Tremor
- (2022) Prashanna Khwaounjoo et al. SENSORS
- Accuracy and Precision of Wearable Devices for Real-Time Monitoring of Swimming Athletes
- (2022) Gloria Cosoli et al. SENSORS
- Reliability and validity of the Roche PD Mobile Application for remote monitoring of early Parkinson’s disease
- (2022) Florian Lipsmeier et al. Scientific Reports
- Effective Prevention and Management Tools for Metabolic Syndrome Based on Digital Health-Based Lifestyle Interventions Using Healthcare Devices
- (2022) Jung-Hun Lee et al. Diagnostics
- Wearables in the home-based assessment of abnormal movements in Parkinson’s disease: a systematic review of the literature
- (2021) Stefania Ancona et al. JOURNAL OF NEUROLOGY
- Wearables, Physical Activity, and Exercise Testing in Liver Disease
- (2021) Michael A. Dunn et al. SEMINARS IN LIVER DISEASE
- Automatic Resting Tremor Assessment in Parkinson’s Disease Using Smartwatches and Multitask Convolutional Neural Networks
- (2021) Luis Sigcha et al. SENSORS
- Assessment of real life eating difficulties in Parkinson’s disease patients by measuring plate to mouth movement elongation with inertial sensors
- (2021) Konstantinos Kyritsis et al. Scientific Reports
- Smart Wristband-Based Stress Detection Framework for Older Adults With Cortisol as Stress Biomarker
- (2021) Rajdeep Kumar Nath et al. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS
- Smart wearable devices in cardiovascular care: where we are and how to move forward
- (2021) Karim Bayoumy et al. Nature Reviews Cardiology
- Smartwatch inertial sensors continuously monitor real-world motor fluctuations in Parkinson’s disease
- (2021) Rob Powers et al. Science Translational Medicine
- Out-of-Distribution Detection of Human Activity Recognition with Smartwatch Inertial Sensors
- (2021) Philip Boyer et al. SENSORS
- Activity data from wearables as an indicator of functional capacity in patients with cardiovascular disease
- (2021) Neil Rens et al. PLoS One
- HRV Features as Viable Physiological Markers for Stress Detection Using Wearable Devices
- (2021) Kayisan M. Dalmeida et al. SENSORS
- Sensor Validation and Diagnostic Potential of Smartwatches in Movement Disorders
- (2021) Julian Varghese et al. SENSORS
- Mobile Health in Remote Patient Monitoring for Chronic Diseases: Principles, Trends, and Challenges
- (2021) Nora El-Rashidy et al. Diagnostics
- A Survey on Wearable Technology: History, State-of-the-Art and Current Challenges
- (2021) Aleksandr Ometov et al. Computer Networks
- Seizure detection using wearable sensors and machine learning: Setting a benchmark
- (2021) Jianbin Tang et al. EPILEPSIA
- Diagnostic Accuracy of Smartwatches for the Detection of Cardiac Arrhythmia: Systematic Review and Meta-analysis
- (2021) Scarlet Nazarian et al. JOURNAL OF MEDICAL INTERNET RESEARCH
- Regulatory, Legal, and Market Aspects of Smart Wearables for Cardiac Monitoring
- (2021) Jan Benedikt Brönneke et al. SENSORS
- Deconstructing Commercial Wearable Technology: Contributions toward Accurate and Free-Living Monitoring of Sleep
- (2021) Lauren E. Rentz et al. SENSORS
- Review of Wearable Devices and Data Collection Considerations for Connected Health
- (2021) Vini Vijayan et al. SENSORS
- Evaluation of a Low-Cost Commercial Actigraph and Its Potential Use in Detecting Cultural Variations in Physical Activity and Sleep
- (2021) Pavlos Topalidis et al. SENSORS
- Measurement of the QT interval using the Apple Watch
- (2021) Carmen Anna Maria Spaccarotella et al. Scientific Reports
- Personalized machine learning of depressed mood using wearables
- (2021) Rutvik V. Shah et al. Translational Psychiatry
- A Single-Center Validation of the Accuracy of a Photoplethysmography-Based Smartwatch for Screening Obstructive Sleep Apnea
- (2021) Yibing Chen et al. Nature and Science of Sleep
- The efficacy of commercial smartwatches with a blood pressure‐monitoring feature: A pilot randomized controlled trial
- (2021) Hsin‐Yen Yen et al. JOURNAL OF NURSING SCHOLARSHIP
- Real-time alerting system for COVID-19 and other stress events using wearable data
- (2021) Arash Alavi et al. NATURE MEDICINE
- Digital Biomarkers for Depression Screening With Wearable Devices: Cross-sectional Study With Machine Learning Modeling
- (2021) Yuri Rykov et al. JMIR mHealth and uHealth
- Passive detection of COVID-19 with wearable sensors and explainable machine learning algorithms
- (2021) Matteo Gadaleta et al. npj Digital Medicine
- A New Prototype of Smart Wearable Monitoring System Solution for Alzheimer’s Patients
- (2021) Bassam Al-Naami et al. Medical Devices-Evidence and Research
- Study protocol: Safety and efficacy of smart watch integrated do-it-yourself continuous glucose monitoring in adults with Type 1 diabetes, a randomised controlled trial
- (2021) Shekhar Sehgal et al. Journal of Diabetes and Metabolic Disorders
- Impact of Daily Physical Activity as Measured by Commonly Available Wearables on Meal Time Glucose Control in Type 1 Diabetes
- (2020) Basak Ozaslan et al. Diabetes Technology & Therapeutics
- Effect of Wearables on Sleep in Healthy Individuals: A Randomized Cross-Over Trial and Validation Study
- (2020) Sarah Berryhill et al. Journal of Clinical Sleep Medicine
- Accuracy of Vital Signs Measurements by a Smartwatch and a Portable Health Device: Validation Study
- (2020) Christina Hahnen et al. JMIR mHealth and uHealth
- Machine learning and wearable devices of the future
- (2020) Sándor Beniczky et al. EPILEPSIA
- Evaluation of an Activity Tracker to Detect Seizures Using Machine Learning
- (2020) Jackson Mittlesteadt et al. JOURNAL OF CHILD NEUROLOGY
- Wearable monitoring of sleep-disordered breathing: estimation of the apnea–hypopnea index using wrist-worn reflective photoplethysmography
- (2020) Gabriele B. Papini et al. Scientific Reports
- Supervised Machine Learning Applied to Wearable Sensor Data Can Accurately Classify Functional Fitness Exercises Within a Continuous Workout
- (2020) Ezio Preatoni et al. Frontiers in Bioengineering and Biotechnology
- CorrNet: Fine-Grained Emotion Recognition for Video Watching Using Wearable Physiological Sensors
- (2020) Tianyi Zhang et al. SENSORS
- Pre-symptomatic detection of COVID-19 from smartwatch data
- (2020) Tejaswini Mishra et al. Nature Biomedical Engineering
- Smartwatch data help detect COVID-19
- (2020) Tingting Zhu et al. Nature Biomedical Engineering
- Recent Progress in Wearable Biosensors: From Healthcare Monitoring to Sports Analytics
- (2020) Shun Ye et al. Biosensors-Basel
- Detection of Congestive Heart Failure Based on LSTM-Based Deep Network via Short-Term RR Intervals
- (2019) Ludi Wang et al. SENSORS
- Wearable biosensors for healthcare monitoring
- (2019) Jayoung Kim et al. NATURE BIOTECHNOLOGY
- Smartphones as Sleep Duration Sensors: Validation of the iSenseSleep Algorithm
- (2019) Matteo Ciman et al. JMIR mHealth and uHealth
- Smartwatch for the analysis of rest tremor in patients with Parkinson's disease
- (2019) Roberto López-Blanco et al. JOURNAL OF THE NEUROLOGICAL SCIENCES
- Recording of Bipolar Multichannel ECGs by a Smartwatch: Modern ECG Diagnostic 100 Years after Einthoven
- (2019) Alexander Samol et al. SENSORS
- Real-Time Smart-Digital Stethoscope System for Heart Diseases Monitoring
- (2019) Muhammad E.H. Chowdhury et al. SENSORS
- Mobile Health Technology for Atrial Fibrillation Screening Using Photoplethysmography-Based Smart Devices: The HUAWEI Heart study
- (2019) Yutao Guo et al. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
- Single-Lead ECG Recordings Including Einthoven and Wilson Leads by a Smartwatch: A New Era of Patient Directed Early ECG Differential Diagnosis of Cardiac Diseases?
- (2019) Alexander Samol et al. SENSORS
- Atrial Fibrillation Detection from Wrist Photoplethysmography Signals Using Smartwatches
- (2019) Syed Khairul Bashar et al. Scientific Reports
- Differentiating dementia disease subtypes with gait analysis: feasibility of wearable sensors?
- (2019) Ríona Mc Ardle et al. GAIT & POSTURE
- A Survey of Healthcare Internet of Things (HIoT): A Clinical Perspective
- (2019) Hadi Habibzadeh et al. IEEE Internet of Things Journal
- Efficacy and Safety of an mHealth App and Wearable Device in Physical Performance for Patients With Hepatocellular Carcinoma: Development and Usability Study
- (2019) Yoon Kim et al. JMIR mHealth and uHealth
- Technological Solutions for Older People with Alzheimer’s Disease: Review
- (2018) Petra Maresova et al. Current Alzheimer Research
- Noninvasive wearable sensor for indirect glucometry
- (2018) Gleb Zilberstein et al. ELECTROPHORESIS
- Smart watches for heart rate assessment in atrial arrhythmias
- (2018) Anoop N. Koshy et al. INTERNATIONAL JOURNAL OF CARDIOLOGY
- Using Fitness Trackers and Smartwatches to Measure Physical Activity in Research: Analysis of Consumer Wrist-Worn Wearables
- (2018) André Henriksen et al. JOURNAL OF MEDICAL INTERNET RESEARCH
- Extended, continuous measures of functional status in community dwelling persons with Alzheimer’s and related dementia: Infrastructure, performance, tradeoffs, preliminary data, and promise
- (2018) Bradley Zylstra et al. JOURNAL OF NEUROSCIENCE METHODS
- Comparison of Wearable Trackers’ Ability to Estimate Sleep
- (2018) Jung-Min Lee et al. International Journal of Environmental Research and Public Health
- Sleep Tracking and Exercise in Patients With Type 2 Diabetes Mellitus (Step-D): Pilot Study to Determine Correlations Between Fitbit Data and Patient-Reported Outcomes
- (2018) James Weatherall et al. JMIR mHealth and uHealth
- Passive Detection of Atrial Fibrillation Using a Commercially Available Smartwatch
- (2018) Geoffrey H. Tison et al. JAMA Cardiology
- Wearables and the medical revolution
- (2018) Jessilyn Dunn et al. Personalized Medicine
- Smartwatch User Interface Implementation Using CNN-Based Gesture Pattern Recognition
- (2018) Min-Cheol Kwon et al. SENSORS
- A smartwatch-based framework for real-time and online assessment and mobility monitoring
- (2018) Matin Kheirkhahan et al. JOURNAL OF BIOMEDICAL INFORMATICS
- SmartFall: A Smartwatch-Based Fall Detection System Using Deep Learning
- (2018) Taylor Mauldin et al. SENSORS
- Accuracy of Consumer Wearable Heart Rate Measurement During an Ecologically Valid 24-Hour Period: Intraindividual Validation Study
- (2018) Benjamin W Nelson et al. JMIR mHealth and uHealth
- Multicenter clinical assessment of improved wearable multimodal convulsive seizure detectors
- (2017) Francesco Onorati et al. EPILEPSIA
- Digital Health: Tracking Physiomes and Activity Using Wearable Biosensors Reveals Useful Health-Related Information
- (2017) Xiao Li et al. PLOS BIOLOGY
- Sleep Quality Prediction From Wearable Data Using Deep Learning
- (2016) Aarti Sathyanarayana et al. JMIR mHealth and uHealth
- Smart watch accelerometry for analysis and diagnosis of tremor
- (2014) Daryl J. Wile et al. JOURNAL OF NEUROSCIENCE METHODS
- Gradient boosting machines, a tutorial
- (2013) Alexey Natekin et al. Frontiers in Neurorobotics
- Validity of the StepWatch Step Activity Monitor
- (2011) Amy L. Schmidt et al. Journal of Geriatric Physical Therapy
- An artificial neural network (p,d,q) model for timeseries forecasting
- (2009) Mehdi Khashei et al. EXPERT SYSTEMS WITH APPLICATIONS
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started