Data Mining for Wearable Sensors in Health Monitoring Systems: A Review of Recent Trends and Challenges
出版年份 2013 全文链接
标题
Data Mining for Wearable Sensors in Health Monitoring Systems: A Review of Recent Trends and Challenges
作者
关键词
-
出版物
SENSORS
Volume 13, Issue 12, Pages 17472-17500
出版商
MDPI AG
发表日期
2013-12-18
DOI
10.3390/s131217472
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Leveraging Knowledge From Physiological Data: On-Body Heat Stress Risk Prediction With Sensor Networks
- (2013) Elena Gaura et al. IEEE Transactions on Biomedical Circuits and Systems
- Artificial neural networks in medical diagnosis
- (2013) Filippo Amato et al. Journal of Applied Biomedicine
- Automatic detection of anomalies in blood glucose using a machine learning approach
- (2013) Ying Zhu JOURNAL OF COMMUNICATIONS AND NETWORKS
- Smart Health Monitoring Systems: An Overview of Design and Modeling
- (2013) Mirza Mansoor Baig et al. JOURNAL OF MEDICAL SYSTEMS
- Online mining abnormal period patterns from multiple medical sensor data streams
- (2013) Guangyan Huang et al. WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS
- A Survey on Ambient-Assisted Living Tools for Older Adults
- (2013) Parisa Rashidi et al. IEEE Journal of Biomedical and Health Informatics
- Automatic generation of natural language nursing shift summaries in neonatal intensive care: BT-Nurse
- (2012) James Hunter et al. ARTIFICIAL INTELLIGENCE IN MEDICINE
- Smart wearable systems: Current status and future challenges
- (2012) Marie Chan et al. ARTIFICIAL INTELLIGENCE IN MEDICINE
- Improving medical decision trees by combining relevant health-care criteria
- (2012) Joan Albert López-Vallverdú et al. EXPERT SYSTEMS WITH APPLICATIONS
- A Survey on Human Activity Recognition using Wearable Sensors
- (2012) Oscar D. Lara et al. IEEE Communications Surveys and Tutorials
- Gaussian Processes for Personalized e-Health Monitoring With Wearable Sensors
- (2012) L. Clifton et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Real-Time Sleep Apnea Detection by Classifier Combination
- (2012) B. Xie et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- Low-energy Formulations of Support Vector Machine Kernel Functions for Biomedical Sensor Applications
- (2012) Kyong Ho Lee et al. Journal of Signal Processing Systems for Signal Image and Video Technology
- Automated diagnosis of Coronary Artery Disease affected patients using LDA, PCA, ICA and Discrete Wavelet Transform
- (2012) Donna Giri et al. KNOWLEDGE-BASED SYSTEMS
- Ontology driven interactive healthcare with wearable sensors
- (2012) Jonghun Kim et al. MULTIMEDIA TOOLS AND APPLICATIONS
- Dynamic time warping and machine learning for signal quality assessment of pulsatile signals
- (2012) Q Li et al. PHYSIOLOGICAL MEASUREMENT
- A Review on Architectures and Communications Technologies for Wearable Health-Monitoring Systems
- (2012) Víctor Custodio et al. SENSORS
- Discrete wavelet transform-based time series analysis and mining
- (2011) Pimwadee Chaovalit et al. ACM COMPUTING SURVEYS
- Secure Stochastic ECG Signals Based on Gaussian Mixture Model for $e$-Healthcare Systems
- (2011) Wei Wang et al. IEEE Systems Journal
- Physiological Parameter Monitoring from Optical Recordings With a Mobile Phone
- (2011) C. G. Scully et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Development and Evaluation of an Ambulatory Stress Monitor Based on Wearable Sensors
- (2011) Jongyoon Choi et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- A Remote Patient Monitoring System for Congestive Heart Failure
- (2011) Myung-kyung Suh et al. JOURNAL OF MEDICAL SYSTEMS
- Data Mining in Healthcare and Biomedicine: A Survey of the Literature
- (2011) Illhoi Yoo et al. JOURNAL OF MEDICAL SYSTEMS
- Gait phase analysis based on a Hidden Markov Model
- (2011) Joonbum Bae et al. MECHATRONICS
- Using data mining techniques to predict hospitalization of hemodialysis patients
- (2010) Jinn-Yi Yeh et al. DECISION SUPPORT SYSTEMS
- Web-based remote human pulse monitoring system with intelligent data analysis for home health care
- (2010) Chih-Ming Chen EXPERT SYSTEMS WITH APPLICATIONS
- Development of remote healthcare system for measuring and promoting healthy lifestyle
- (2010) Sekyoung Youm et al. EXPERT SYSTEMS WITH APPLICATIONS
- A Zigbee-Based Wearable Physiological Parameters Monitoring System
- (2010) Karandeep Malhi et al. IEEE SENSORS JOURNAL
- Processing of Signals Recorded Through Smart Devices: Sleep-Quality Assessment
- (2010) Anna Maria Bianchi et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- Prognosis—A Wearable Health-Monitoring System for People at Risk: Methodology and Modeling
- (2010) Alexandros Pantelopoulos et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- On the Classification of Emotional Biosignals Evoked While Viewing Affective Pictures: An Integrated Data-Mining-Based Approach for Healthcare Applications
- (2010) C.A. Frantzidis et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- Apnea MedAssist: Real-time Sleep Apnea Monitor Using Single-Lead ECG
- (2010) Majdi Bsoul et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- Anomaly Detection for Discrete Sequences: A Survey
- (2010) V. Chandola et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Online discovery of Heart Rate Variability patterns in mobile healthcare services
- (2010) Thi Hong Nhan Vu et al. JOURNAL OF SYSTEMS AND SOFTWARE
- Body Area Networks: A Survey
- (2010) Min Chen et al. MOBILE NETWORKS & APPLICATIONS
- Machine Learning Methods for Classifying Human Physical Activity from On-Body Accelerometers
- (2010) Andrea Mannini et al. SENSORS
- Wearable sensor activity analysis using semi-Markov models with a grammar
- (2010) O. Thomas et al. Pervasive and Mobile Computing
- Anomaly detection
- (2009) Varun Chandola et al. ACM COMPUTING SURVEYS
- Sleep and Wake Classification With ECG and Respiratory Effort Signals
- (2009) Walter Karlen et al. IEEE Transactions on Biomedical Circuits and Systems
- Real-Time Analysis of Physiological Data to Support Medical Applications
- (2009) D. Apiletti et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- A Survey on Wearable Sensor-Based Systems for Health Monitoring and Prognosis
- (2009) A. Pantelopoulos et al. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE
- Detecting Specific Health-Related Events Using an Integrated Sensor System for Vital Sign Monitoring
- (2009) Mourad Adnane et al. SENSORS
- Enabling ubiquitous patient monitoring: Model, decision protocols, opportunities and challenges
- (2008) Sweta Sneha et al. DECISION SUPPORT SYSTEMS
- Robust medical ad hoc sensor networks (MASN) with wavelet-based ECG data mining
- (2007) Fei Hu et al. Ad Hoc Networks
- Neural networks and statistical techniques: A review of applications
- (2007) Mukta Paliwal et al. EXPERT SYSTEMS WITH APPLICATIONS
- Predictive data mining in clinical medicine: Current issues and guidelines
- (2007) R BELLAZZI et al. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAsk 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