Application of artificial intelligence in wearable devices: Opportunities and challenges

Automated detection of conduct disorder and attention deficit hyperactivity disorder using decomposition and nonlinear techniques with EEG signals

(2021) Hui Tian Tor et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A Modular Design for Distributed Measurement of Human–Robot Interaction Forces in Wearable Devices

(2021) Keya Ghonasgi et al.   SENSORS

Fusion of convolution neural network, support vector machine and Sobel filter for accurate detection of COVID-19 patients using X-ray images

(2021) Danial Sharifrazi et al.   Biomedical Signal Processing and Control

A Survey on Wearable Technology: History, State-of-the-Art and Current Challenges

(2021) Aleksandr Ometov et al.   Computer Networks

Applications of deep learning techniques for automated multiple sclerosis detection using magnetic resonance imaging: A review

(2021) Afshin Shoeibi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Combining a convolutional neural network with autoencoders to predict the survival chance of COVID-19 patients

(2021) Fahime Khozeimeh et al.   Scientific Reports

Epileptic Seizures Detection Using Deep Learning Techniques: A Review

(2021) Afshin Shoeibi et al.   International Journal of Environmental Research and Public Health

Time series forecasting of new cases and new deaths rate for COVID-19 using deep learning methods

(2021) Nooshin Ayoobi et al.   Results in Physics

Uncertainty-Aware Semi-Supervised Method Using Large Unlabeled and Limited Labeled COVID-19 Data

(2021) Roohallah Alizadehsani et al.   ACM Transactions on Multimedia Computing Communications and Applications

Deep learning for neuroimaging-based diagnosis and rehabilitation of Autism Spectrum Disorder: A review

(2021) Marjane Khodatars et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Association between work-related features and coronary artery disease: A heterogeneous hybrid feature selection integrated with balancing approach

(2020) Elham Nasarian et al.   PATTERN RECOGNITION LETTERS

Physical Fatigue Detection Using Entropy Analysis of Heart Rate Signals

(2020) Farnad Nasirzadeh et al.   Sustainability

Designing Deep Reinforcement Learning Systems for Musculoskeletal Modeling and Locomotion Analysis Using Wearable Sensor Feedback

(2020) Jianian Zheng et al.   IEEE SENSORS JOURNAL

Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991–2020

(2020) Roohallah Alizadehsani et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Wearable Sensors for Estimation of Parkinsonian Tremor Severity during Free Body Movements

(2019) Murtadha D. Hssayeni et al.   SENSORS

Model uncertainty quantification for diagnosis of each main coronary artery stenosis

(2019) Roohallah Alizadehsani et al.   SOFT COMPUTING

ECG Classification Algorithm Based on STDP and R-STDP Neural Networks for Real-Time Monitoring on Ultra Low-Power Personal Wearable Devices

(2019) Alireza Amirshahi et al.   IEEE Transactions on Biomedical Circuits and Systems

LSTM-Based ECG Classification for Continuous Monitoring on Personal Wearable Devices

(2019) Saeed Saadatnejad et al.   IEEE Journal of Biomedical and Health Informatics

Skill learning for human-robot interaction using wearable device

(2019) Bin Fang et al.   TSINGHUA SCIENCE AND TECHNOLOGY

Quality of Experience of Smart-Wearables: From Fitness-Bands to Smartwatches

(2019) Debajyoti Pal et al.   IEEE Consumer Electronics Magazine

Wearables in Medicine

(2018) Ali K. Yetisen et al.   ADVANCED MATERIALS

The usefulness and actual use of wearable devices among the elderly population

(2018) Shwetambara Kekade et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Bi-View Semi-Supervised Learning Based Semantic Human Activity Recognition Using Accelerometers

(2018) Mingqi Lv et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Industrial wearable system: the human-centric empowering technology in Industry 4.0

(2018) Xiang T. R. Kong et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Unsupervised heart-rate estimation in wearables with Liquid states and a probabilistic readout

(2018) Anup Das et al.   NEURAL NETWORKS

A valid and reliable method to measure jump-specific training and competition load in elite volleyball players

(2018) C. Skazalski et al.   SCANDINAVIAN JOURNAL OF MEDICINE & SCIENCE IN SPORTS

A Personalized Healthcare Monitoring System for Diabetic Patients by Utilizing BLE-Based Sensors and Real-Time Data Processing

(2018) Ganjar Alfian et al.   SENSORS

Deep learning for automatic stereotypical motor movement detection using wearable sensors in autism spectrum disorders

(2018) Nastaran Mohammadian Rad et al.   SIGNAL PROCESSING

Feasibility Testing of a Wearable Behavioral Aid for Social Learning in Children with Autism

(2018) Jena Daniels et al.   Applied Clinical Informatics

Deep Learning Applications in Medical Image Analysis

(2018) Justin Ker et al.   IEEE Access

A Survey on Security, Privacy and Trust in Mobile Crowdsourcing

(2018) Wei Feng et al.   IEEE Internet of Things Journal

Epileptic Seizure Prediction Using Big Data and Deep Learning: Toward a Mobile System

(2018) Isabell Kiral-Kornek et al.   EBioMedicine

Are wearable cameras a useful tool to enhance chronic disease self-management? A scoping review. (Preprint)

(2018) Ralph Maddison et al.   JMIR mHealth and uHealth

Symptom Science Research in the Era of Big Data: Leveraging Interdisciplinary Resources and Partners to Make It Happen

(2018) Elizabeth J. Corwin et al.   JOURNAL OF NURSING SCHOLARSHIP

SmartFall: A Smartwatch-Based Fall Detection System Using Deep Learning

(2018) Taylor Mauldin et al.   SENSORS

WristCam: A Wearable Sensor for Hand Trajectory Gesture Recognition and Intelligent Human–Robot Interaction

(2018) Feiyu Chen et al.   IEEE SENSORS JOURNAL

First-Person Activity Forecasting from Video with Online Inverse Reinforcement Learning

(2018) Nicholas Rhinehart et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Survey of Wearable Devices and Challenges

(2017) Suranga Seneviratne et al.   IEEE Communications Surveys and Tutorials

A Hybrid Temporal Reasoning Framework for Fall Monitoring

(2017) Natthapon Pannurat et al.   IEEE SENSORS JOURNAL

Using Wearable Technology to Generate Objective Parkinson’s Disease Dyskinesia Severity Score: Possibilities for Home Monitoring

(2017) Mehdi Delrobaei et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Wearable technology for patients with brain and spinal cord injuries

(2017) Alexis Burns et al.   REVIEWS IN THE NEUROSCIENCES

A Biological Signal-Based Stress Monitoring Framework for Children Using Wearable Devices

(2017) Yerim Choi et al.   SENSORS

Design and Development of a Wearable Device for Heat Stroke Detection

(2017) et al.   SENSORS

Telehealth, Wearable Sensors, and the Internet

(2017) Jane H. Burridge et al.   Journal of Neurologic Physical Therapy

A Deep Learning Approach to on-Node Sensor Data Analytics for Mobile or Wearable Devices

(2017) Daniele Ravi et al.   IEEE Journal of Biomedical and Health Informatics

Estimating Accuracy at Exercise Intensities: A Comparative Study of Self-Monitoring Heart Rate and Physical Activity Wearable Devices

(2017) Erin E Dooley et al.   JMIR mHealth and uHealth

Semi-supervised near-miss fall detection for ironworkers with a wearable inertial measurement unit

(2016) Kanghyeok Yang et al.   AUTOMATION IN CONSTRUCTION

Translational bioinformatics in the era of real-time biomedical, health care and wellness data streams

(2016) Khader Shameer et al.   BRIEFINGS IN BIOINFORMATICS

Bigdata Oriented Multimedia Mobile Health Applications

(2016) Zhihan Lv et al.   JOURNAL OF MEDICAL SYSTEMS

Detecting freezing of gait with a tri-axial accelerometer in Parkinson’s disease patients

(2015) Claas Ahlrichs et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Features and models for human activity recognition

(2015) Silvia González et al.   NEUROCOMPUTING

Detection of Site-Specific Blood Flow Variation in Humans during Running by a Wearable Laser Doppler Flowmeter

(2015) Wataru Iwasaki et al.   SENSORS

Characterization of Depressive States in Bipolar Patients Using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment

(2015) Gaetano Valenza et al.   IEEE Journal of Biomedical and Health Informatics

Human–robot interaction based on wearable IMU sensor and laser range finder

(2014) Carlos A. Cifuentes et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

How Wearables Intersect with the Cloud and the Internet of Things : Considerations for the developers of wearables.

(2014) Joseph Wei   IEEE Consumer Electronics Magazine

A data mining approach for diagnosis of coronary artery disease

(2013) Roohallah Alizadehsani et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

An Unsupervised Approach for Automatic Activity Recognition Based on Hidden Markov Model Regression

(2013) Dorra Trabelsi et al.   IEEE Transactions on Automation Science and Engineering

A Survey on Human Activity Recognition using Wearable Sensors

(2012) Oscar D. Lara et al.   IEEE Communications Surveys and Tutorials

A Wearable Cardiac Monitor for Long-Term Data Acquisition and Analysis

(2012) Eric S. Winokur et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A review of wearable sensors and systems with application in rehabilitation

(2012) Shyamal Patel et al.   Journal of NeuroEngineering and Rehabilitation

Dynamical Movement Primitives: Learning Attractor Models for Motor Behaviors

(2012) Auke Jan Ijspeert et al.   NEURAL COMPUTATION

Body-Worn Sensor Design: What Do Patients and Clinicians Want?

(2011) J. H. M. Bergmann et al.   ANNALS OF BIOMEDICAL ENGINEERING

Measuring human–robot interaction on wearable robots: A distributed approach

(2011) Tommaso Lenzi et al.   MECHATRONICS

Measurement of Hemodynamics During Postural Changes Using a New Wearable Cephalic Laser Blood Flowmeter

(2009) Tetsuya Fujikawa et al.   CIRCULATION JOURNAL

Discriminating Stress From Cognitive Load Using a Wearable EDA Device

(2009) C. Setz et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Speeded-Up Robust Features (SURF)

(2008) Herbert Bay et al.   COMPUTER VISION AND IMAGE UNDERSTANDING