Automated Quality Control for Sensor Based Symptom Measurement Performed Outside the Lab

Feasibility of a Secure Wireless Sensing Smartwatch Application for the Self-Management of Pediatric Asthma

(2017) Anahita Hosseini et al.   SENSORS

Fault Diagnosis from Raw Sensor Data Using Deep Neural Networks Considering Temporal Coherence

(2017) Ran Zhang et al.   SENSORS

Machine learning for large-scale wearable sensor data in Parkinson's disease: Concepts, promises, pitfalls, and futures

(2016) Ken J. Kubota et al.   MOVEMENT DISORDERS

A smartphone-based system for detecting hand tremors in unconstrained environments

(2016) Iván García-Magariño et al.   Personal and Ubiquitous Computing

Simple approximate MAP inference for Dirichlet processes mixtures

(2016) Yordan P. Raykov et al.   Electronic Journal of Statistics

A tutorial on human activity recognition using body-worn inertial sensors

(2014) Andreas Bulling et al.   ACM COMPUTING SURVEYS

A Novel Machine Learning Approach Toward Quality Assessment of Sensor Data

(2014) Ashfaqur Rahman et al.   IEEE SENSORS JOURNAL

Feature Selection and Activity Recognition System Using a Single Triaxial Accelerometer

(2014) Piyush Gupta et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

PERFORM: A System for Monitoring, Assessment and Management of Patients with Parkinson’s Disease

(2014) Alexandros Tzallas et al.   SENSORS

Using unlabeled data in a sparse-coding framework for human activity recognition

(2014) Sourav Bhattacharya et al.   Pervasive and Mobile Computing

Challenges of Big Data analysis

(2014) Jianqing Fan et al.   National Science Review

Quantitative wearable sensors for objective assessment of Parkinson's disease

(2013) Walter Maetzler et al.   MOVEMENT DISORDERS

A Systematic Review of Healthcare Applications for Smartphones

(2012) Abu Saleh Mohammad Mosa et al.   BMC Medical Informatics and Decision Making

The Smartphone in Medicine: A Review of Current and Potential Use Among Physicians and Students

(2012) Errol Ozdalga et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

A Bayesian Framework for the Automated Online Assessment of Sensor Data Quality

(2012) Daniel Smith et al.   SENSORS

Rapid tremor frequency assessment with the iPhone accelerometer

(2011) Raed A. Joundi et al.   PARKINSONISM & RELATED DISORDERS

Generalized methods and solvers for noise removal from piecewise constant signals. I. Background theory

(2011) M. A. Little et al.   PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Ambulatory Monitoring of Activities and Motor Symptoms in Parkinson's Disease

(2010) Daphne G M Zwartjes et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Monitoring Motor Fluctuations in Patients With Parkinson's Disease Using Wearable Sensors

(2009) S. Patel et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Clinically deployable Kinesia™ technology for automated tremor assessment

(2009) Joseph P. Giuffrida et al.   MOVEMENT DISORDERS

Real-time Bayesian anomaly detection in streaming environmental data

(2009) David J. Hill et al.   WATER RESOURCES RESEARCH

A Hidden Markov, Multivariate Autoregressive (HMM-mAR) Network Framework for Analysis of Surface EMG (sEMG) Data

(2008) J. Chiang et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Parkinson's disease: clinical features and diagnosis

(2008) J Jankovic   JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY

A daily behavior enabled hidden Markov model for human behavior understanding

(2007) Pau-Choo Chung et al.   PATTERN RECOGNITION