Related references
Note: Only part of the references are listed.Self-Supervised Graph Learning With Hyperbolic Embedding for Temporal Health Event Prediction
Chang Lu et al.
IEEE TRANSACTIONS ON CYBERNETICS (2023)
Edge-Assisted Solutions for IoT-Based Connected Healthcare Systems: A Literature Review
Vahideh Hayyolalam et al.
IEEE INTERNET OF THINGS JOURNAL (2022)
Recognition of motion patterns using accelerometers for ataxic gait assessment
Ondrej Dostal et al.
NEURAL COMPUTING & APPLICATIONS (2021)
Automatic Functional Shoulder Task Identification and Sub-Task Segmentation Using Wearable Inertial Measurement Units for Frozen Shoulder Assessment
Chih-Ya Chang et al.
SENSORS (2021)
Developing and validating an accelerometer-based algorithm with machine learning to classify physical activity after acquired brain injury
Helene Honore et al.
BRAIN INJURY (2021)
Decomposition of Reaching Movements Enables Detection and Measurement of Ataxia
Brandon Oubre et al.
CEREBELLUM (2021)
Detection and Classification of Stroke Gaits by Deep Neural Networks Employing Inertial Measurement Units
Fu-Cheng Wang et al.
SENSORS (2021)
Balance Deficits due to Cerebellar Ataxia: A Machine Learning and Cloud-Based Approach
Thang Ngo et al.
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2021)
Detecting Sensitive Mobility Features for Parkinson's Disease Stages Via Machine Learning
Anat Mirelman et al.
MOVEMENT DISORDERS (2021)
Physical activity thresholds for predicting longitudinal gait decline in adults with knee osteoarthritis
R. Sun et al.
OSTEOARTHRITIS AND CARTILAGE (2021)
Human Activity Recognition for People with Knee Osteoarthritis-A Proof-of-Concept
Jay-Shian Tan et al.
SENSORS (2021)
Wearable Sensor-Based Real-Time Gait Detection: A Systematic Review
Hari Prasanth et al.
SENSORS (2021)
Validation of Inertial Sensing-Based Wearable Device for Tremor and Bradykinesia Quantification
Houde Dai et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2021)
Predicting and Monitoring Upper-Limb Rehabilitation Outcomes Using Clinical and Wearable Sensor Data in Brain Injury Survivors
Sunghoon I. Lee et al.
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2021)
A novel instrumented shoulder functional test using wearable sensors in patients with brachial plexus injury
Milad Nazarahari et al.
JOURNAL OF SHOULDER AND ELBOW SURGERY (2021)
Internet of Things (IoT): A Review of Its Enabling Technologies in Healthcare Applications, Standards Protocols, Security, and Market Opportunities
Mohammad Nuruzzaman Bhuiyan et al.
IEEE INTERNET OF THINGS JOURNAL (2021)
CNN-Based PD Hand Tremor Detection Using Inertial Sensors
Lina Tong et al.
IEEE SENSORS LETTERS (2021)
A Deep Learning Approach for TUG and SPPB Score Prediction of (Pre-) Frail Older Adults on Real-Life IMU Data
Bjoern Friedrich et al.
HEALTHCARE (2021)
Internet of Things based multiple disease monitoring and health improvement system
AbdulAziz AbdulGhaffar et al.
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING (2020)
Discriminating progressive supranuclear palsy from Parkinson's disease using wearable technology and machine learning
Maarten De Vos et al.
GAIT & POSTURE (2020)
LSTM-Based Lower Limbs Motion Reconstruction Using Low-Dimensional Input of Inertial Motion Capture System
Lina Tong et al.
IEEE SENSORS JOURNAL (2020)
Wearable Sensors for Monitoring Human Motion: A Review on Mechanisms, Materials, and Challenges
S. Zohreh Homayounfar et al.
SLAS TECHNOLOGY (2020)
A Machine Learning and Wearable Sensor Based Approach to Estimate External Knee Flexion and Adduction Moments During Various Locomotion Tasks
Bernd J. Stetter et al.
FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY (2020)
Machine learning to quantify habitual physical activity in children with cerebral palsy
Benjamin Goodlich et al.
DEVELOPMENTAL MEDICINE AND CHILD NEUROLOGY (2020)
Prediction of Freezing of Gait in Patients With Parkinson's Disease by Identifying Impaired Gait Patterns
Yuqian Zhang et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2020)
Estimating Upper-Limb Impairment Level in Stroke Survivors Using Wearable Inertial Sensors and a Minimally-Burdensome Motor Task
Brandon Oubre et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2020)
A Survey of Healthcare Internet of Things (HIoT): A Clinical Perspective
Hadi Habibzadeh et al.
IEEE INTERNET OF THINGS JOURNAL (2020)
Analysis of Machine Learning-Based Assessment for Elbow Spasticity Using Inertial Sensors
Jung-Yeon Kim et al.
SENSORS (2020)
Deep Learning Approaches for Detecting Freezing of Gait in Parkinson's Disease Patients through On-Body Acceleration Sensors
Luis Sigcha et al.
SENSORS (2020)
Role of data measurement characteristics in the accurate detection of Parkinson's disease symptoms using wearable sensors
Nicholas Shawen et al.
JOURNAL OF NEUROENGINEERING AND REHABILITATION (2020)
Multilevel Features for Sensor-Based Assessment of Motor Fluctuation in Parkinson's Disease Subjects
Behnaz Ghoraani et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2020)
A Machine Learning Approach to Estimate Hip and Knee Joint Loading Using a Mobile Phone-Embedded IMU
Arne De Brabandere et al.
FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY (2020)
A multiple motion sensors index for motor state quantification in Parkinson's disease
Somayeh Aghanavesi et al.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2020)
Accuracy comparison of dimensionality reduction techniques to determine significant features from IMU sensor-based data to diagnose vestibular system disorders
Serhat Ikizoglu et al.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2020)
A Heterogeneous Sensing Suite for Multisymptom Quantification of Parkinson's Disease
Weiguang Huo et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2020)
Discrete wavelet transform based data representation in deep neural network for gait abnormality detection
Jayeeta Chakraborty et al.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2020)
Using Wearable Sensors and Machine Learning to Automatically Detect Freezing of Gait during a FOG-Provoking Test
Tal Reches et al.
SENSORS (2020)
Machine Learning to Quantify Physical Activity in Children with Cerebral Palsy: Comparison of Group, Group-Personalized, and Fully-Personalized Activity Classification Models
Matthew N. Ahmadi et al.
SENSORS (2020)
Using a Motion Sensor to Categorize Nonspecific Low Back Pain Patients: A Machine Learning Approach
Masoud Abdollahi et al.
SENSORS (2020)
A Robust Step Detection and Stride Length Estimation for Pedestrian Dead Reckoning Using a Smartphone
Yingbiao Yao et al.
IEEE SENSORS JOURNAL (2020)
IoT Services and Applications in Rehabilitation: An Interdisciplinary and Meta-Analysis Review
Luma Carolina Camara Gradim et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2020)
Evaluation of Machine Learning Models for Classifying Upper Extremity Exercises Using Inertial Measurement Unit-Based Kinematic Data
Andrew Hua et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2020)
Inertial sensor-based gait parameters reflect patient-reported fatigue in multiple sclerosis
Alzhraa A. Ibrahim et al.
JOURNAL OF NEUROENGINEERING AND REHABILITATION (2020)
Identification of Gait Events in Healthy Subjects and With Parkinson's Disease Using Inertial Sensors: An Adaptive Unsupervised Learning Approach
Juan C. Perez-Ibarra et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2020)
Stroke Screening Feature Selection for Arm Weakness Using a Mobile Application
Phongphan Phienphanich et al.
IEEE ACCESS (2020)
Segmentation of shoulder rehabilitation exercises for single and multiple inertial sensor systems
Louise Brennan et al.
JOURNAL OF REHABILITATION AND ASSISTIVE TECHNOLOGIES ENGINEERING (2020)
Two Shank-Mounted IMUs-Based Gait Analysis and Classification for Neurological Disease Patients
Lei Wang et al.
IEEE ROBOTICS AND AUTOMATION LETTERS (2020)
Evaluating depression with multimodal wristband-type wearable device: screening and assessing patient severity utilizing machine-learning
Yuuki Tazawa et al.
HELIYON (2020)
Deep learning for sensor-based activity recognition: A survey
Jindong Wang et al.
PATTERN RECOGNITION LETTERS (2019)
A Full-Parameter Self-Calibration Method Based on Inertial Frame Filtering for Triaxis RINS Under Swaying Base
Miaomiao Dai et al.
IEEE SENSORS JOURNAL (2019)
Adherence monitoring of rehabilitation exercise with inertial sensors: A clinical validation study
Luckshman Bavan et al.
GAIT & POSTURE (2019)
Machine Learning Algorithms Can Use Wearable Sensor Data to Accurately Predict Six-Week Patient-Reported Outcome Scores Following Joint Replacement in a Prospective Trial
Stefano A. Bini et al.
JOURNAL OF ARTHROPLASTY (2019)
Wearable Sensors for Estimation of Parkinsonian Tremor Severity during Free Body Movements
Murtadha D. Hssayeni et al.
SENSORS (2019)
The Pragmatic Classification of Upper Extremity Motion in Neurological Patients: A Primer
Avinash Parnandi et al.
FRONTIERS IN NEUROLOGY (2019)
Towards an Inertial Sensor-Based Wearable Feedback System for Patients after Total Hip Arthroplasty: Validity and Applicability for Gait Classification with Gait Kinematics-Based Features
Wolfgang Teufl et al.
SENSORS (2019)
Depression Prediction by Using Ecological Momentary Assessment, Actiwatch Data, and Machine Learning: Observational Study on Older Adults Living Alone
Heejung Kim et al.
JMIR MHEALTH AND UHEALTH (2019)
A comparative study of motion recognition methods for efficacy assessment of upper limb function
Jie He et al.
INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING (2019)
Rapid detection of internalizing diagnosis in young children enabled by wearable sensors and machine learning
Ryan S. McGinnis et al.
PLOS ONE (2019)
Assessment of Breathing Parameters Using an Inertial Measurement Unit (IMU)-Based System
Ambra Cesareo et al.
SENSORS (2019)
Use of Accelerometry for Long Term Monitoring of Stroke Patients
Alfredo Lucas et al.
IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE (2019)
Fine motor assessment with unsupervised learning for personalized rehabilitation in Parkinson Disease
E. Rovini et al.
2019 IEEE 16TH INTERNATIONAL CONFERENCE ON REHABILITATION ROBOTICS (ICORR) (2019)
Synthesising motion sensor data from biomechanical simulations to investigate motion sensor placement and orientation variations
Adrian Derungs et al.
2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) (2019)
Evaluating the use of machine learning in the assessment of joint angle using a single inertial sensor
Rob Argent et al.
JOURNAL OF REHABILITATION AND ASSISTIVE TECHNOLOGIES ENGINEERING (2019)
Feature Extraction in Motor Activity Signal: Towards a Depression Episodes Detection in Unipolar and Bipolar Patients
Laura A. Zanella-Calzada et al.
DIAGNOSTICS (2019)
Polymer Optical Fiber for In-Shoe Monitoring of Ground Reaction Forces During the Gait
Arnaldo G. Leal-Junior et al.
IEEE SENSORS JOURNAL (2018)
Measuring Gait Quality in Parkinson's Disease through Real-Time Gait Phase Recognition
Ilaria Mileti et al.
SENSORS (2018)
Mobile Stride Length Estimation With Deep Convolutional Neural Networks
Julius Hannink et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2018)
Internet of Medical Things: A Review of Recent Contributions Dealing With Cyber-Physical Systems in Medicine
Arthur Gatouillat et al.
IEEE INTERNET OF THINGS JOURNAL (2018)
Automated Assessment of Movement Impairment in Huntington's Disease
M. Bennasar et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2018)
IMU-Based Classification of Parkinson's Disease From Gait: A Sensitivity Analysis on Sensor Location and Feature Selection
Carlotta Caramia et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2018)
Machine learning algorithms for activity recognition in ambulant children and adolescents with cerebral palsy
Matthew Ahmadi et al.
JOURNAL OF NEUROENGINEERING AND REHABILITATION (2018)
Novelty Detection using Deep Normative Modeling for IMU-Based Abnormal Movement Monitoring in Parkinson's Disease and Autism Spectrum Disorders
Nastaran Mohammadian Rad et al.
SENSORS (2018)
Implementation of a Smartphone as a Wearable and Wireless Gyroscope Platform for Machine Learning Classification of Hemiplegic Gait Through a Multilayer Perceptron Neural Network
Robert LeMoyne et al.
2018 17TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA) (2018)
Visualizing Ubiquitously Sensed Measures of Motor Ability in Multiple Sclerosis: Reflections on Communicating Machine Learning in Practice
Cecily Morrison et al.
ACM TRANSACTIONS ON INTERACTIVE INTELLIGENT SYSTEMS (2018)
Feature selection methods for accelerometry-based seizure detection in children
Milica Milosevic et al.
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING (2017)
A Real-Time Gait Event Detection for Lower Limb Prosthesis Control and Evaluation
H. F. Maqbool et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2017)
In-lab versus at-home activity recognition in ambulatory subjects with incomplete spinal cord injury
Mark V. Albert et al.
JOURNAL OF NEUROENGINEERING AND REHABILITATION (2017)
Wearable sensors to predict improvement following an exercise intervention in patients with knee osteoarthritis
Dylan Kobsar et al.
JOURNAL OF NEUROENGINEERING AND REHABILITATION (2017)
Deep Learning for Health Informatics
Daniele Ravi et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2017)
Identification of Characteristic Motor Patterns Preceding Freezing of Gait in Parkinson's Disease Using Wearable Sensors
Luca Palmerini et al.
FRONTIERS IN NEUROLOGY (2017)
Home detection of freezing of gait using support vector machines through a single waist-worn triaxial accelerometer
Daniel Rodriguez-Martin et al.
PLOS ONE (2017)
A novel approach to spinal 3-D kinematic assessment using inertial sensors: Towards effective quantitative evaluation of low back pain in clinical settings
Sajad Ashouri et al.
COMPUTERS IN BIOLOGY AND MEDICINE (2017)
Three Approaches to Understanding and Classifying Mental Disorder: ICD-11, DSM-5, and the National Institute of Mental Health's Research Domain Criteria (RDoC)
Lee Anna Clark et al.
PSYCHOLOGICAL SCIENCE IN THE PUBLIC INTEREST (2017)
A Rehabilitation-Internet-of-Things in the Home to Augment Motor Skills and Exercise Training
Bruce H. Dobkin
NEUROREHABILITATION AND NEURAL REPAIR (2017)
Improving the Accuracy of Human Body Orientation Estimation With Wearable IMU Sensors
Hamad Ahmed et al.
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2017)
GRAM: Graph-based Attention Model for Healthcare Representation Learning
Edward Choi et al.
KDD'17: PROCEEDINGS OF THE 23RD ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING (2017)
Inertial Measurement Unit-Based Wearable Computers for Assisted Living Applications A signal processing perspective
Terrell R. Bennett et al.
IEEE SIGNAL PROCESSING MAGAZINE (2016)
Actigraph measures discriminate pediatric bipolar disorder from attention-deficit/hyperactivity disorder and typically developing controls
Gianni L. Faedda et al.
JOURNAL OF CHILD PSYCHOLOGY AND PSYCHIATRY (2016)
Kinematic Analysis of Human Gait Based on Wearable Sensor System for Gait Rehabilitation
Weihai Chen et al.
JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING (2016)
Objective characterization of daily living transitions in patients with Parkinson's disease using a single body-fixed sensor
Hagar Bernad-Elazari et al.
JOURNAL OF NEUROLOGY (2016)
Toward Pervasive Gait Analysis With Wearable Sensors: A Systematic Review
Shanshan Chen et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2016)
Automated Detection of Tonic-Clonic Seizures Using 3-D Accelerometry and Surface Electromyography in Pediatric Patients
Milica Milosevic et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2016)
A Novel Self-Calibration Method for MIMU
Chunhua Ren et al.
IEEE SENSORS JOURNAL (2015)
Inertial Sensor-Based Stride Parameter Calculation From Gait Sequences in Geriatric Patients
Alexander Rampp et al.
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2015)
Stance-Phase Detection for ZUPT-Aided Foot-Mounted Pedestrian Navigation System
Zhelong Wang et al.
IEEE-ASME TRANSACTIONS ON MECHATRONICS (2015)
Stride Segmentation during Free Walk Movements Using Multi-Dimensional Subsequence Dynamic Time Warping on Inertial Sensor Data
Jens Barth et al.
SENSORS (2015)
Prediction of Freezing of Gait in Parkinson's From Physiological Wearables: An Exploratory Study
Sinziana Mazilu et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2015)
An Emerging Era in the Management of Parkinson's Disease: Wearable Technologies and the Internet of Things
Cristian F. Pasluosta et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2015)
The Internet of Things for Health Care: A Comprehensive Survey
S. M. Riazul Islam et al.
IEEE ACCESS (2015)
IoT-Based Smart Rehabilitation System
Yuan Jie Fan et al.
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2014)
The Extraction of Neural Information from the Surface EMG for the Control of Upper-Limb Prostheses: Emerging Avenues and Challenges
Dario Farina et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2014)
Purpose and effectiveness of psychoeducation in patients with bipolar disorder in a bipolar clinic setting
N. Stafford et al.
ACTA PSYCHIATRICA SCANDINAVICA (2013)
Measurement of foot placement and its variability with inertial sensors
John R. Rebula et al.
GAIT & POSTURE (2013)
A Novel Technology for Motion Capture Using Passive UHF RFID Tags
R. Krigslund et al.
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2013)
IMU Self-Calibration Using Factorization
Myung Hwangbo et al.
IEEE TRANSACTIONS ON ROBOTICS (2013)
Changes in the activation and function of the ankle plantar flexor muscles due to gait retraining in chronic stroke survivors
Brian A. Knarr et al.
JOURNAL OF NEUROENGINEERING AND REHABILITATION (2013)
Obesity and other modifiable factors for physical inactivity measured by accelerometer in adults with knee osteoarthritis
Jungwha Lee et al.
ARTHRITIS CARE & RESEARCH (2013)
Nonlinear complementary filters on the special linear group
Robert Mahony et al.
INTERNATIONAL JOURNAL OF CONTROL (2012)
Wearable Assistant for Parkinson's Disease Patients With the Freezing of Gait Symptom
Marc Baechlin et al.
IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE (2010)
Walking speed estimation using a shank-mounted inertial measurement unit
Q. Li et al.
JOURNAL OF BIOMECHANICS (2010)
How do I measure physical activity in my patients? Questionnaires and objective methods
B. E. Ainsworth
BRITISH JOURNAL OF SPORTS MEDICINE (2009)
Support vector machine for classification of walking conditions of persons after stroke with dropped foot
Hong-yin Lau et al.
HUMAN MOVEMENT SCIENCE (2009)
Human motion tracking for rehabilitation-A survey
Huiyu Zhou et al.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2008)
Design, implementation, and experimental results of a quaternion-based Kalman filter for human body motion tracking
Xiaoping Yun et al.
IEEE TRANSACTIONS ON ROBOTICS (2006)
Quaternion-based extended Kalman filter for determining orientation by inertial and magnetic sensing
Angelo M. Sabatini
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2006)
Low cost inertial orientation tracking with Kalman filter
M Haid et al.
APPLIED MATHEMATICS AND COMPUTATION (2004)
An EMG-driven musculoskeletal model to estimate muscle forces and knee joint moments in vivo
DG Lloyd et al.
JOURNAL OF BIOMECHANICS (2003)
A review of analytical techniques for gait data. Part 1: fuzzy, statistical and fractal methods
T Chau
GAIT & POSTURE (2001)