标题
Towards development of IoT-ML driven healthcare systems: A survey
作者
关键词
Healthcare applications, Machine learning, IoT, Cloud computing, Communication, Taxonomy
出版物
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
Volume 196, Issue -, Pages 103244
出版商
Elsevier BV
发表日期
2021-10-20
DOI
10.1016/j.jnca.2021.103244
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。- A PROTOTYPE OF EEG SYSTEM FOR IoT
- (2020) FRANCISCO LAPORT et al. International Journal of Neural Systems
- Simultaneous piezoelectric noninvasive detection of multiple vital signs
- (2020) Areen Allataifeh et al. Scientific Reports
- Sensors for internet of medical things: State-of-the-art, security and privacy issues, challenges and future directions
- (2020) Partha Pratim Ray et al. COMPUTER COMMUNICATIONS
- Development and Test of Manhole Cover Monitoring Device Using LoRa and Accelerometer
- (2020) He-sheng Zhang et al. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
- Fall Detection in Older Adults with Mobile IoT Devices and Machine Learning in the Cloud and on the Edge
- (2020) Dariusz Mrozek et al. INFORMATION SCIENCES
- Internet of things-inspired healthcare system for urine-based diabetes prediction
- (2020) Munish Bhatia et al. ARTIFICIAL INTELLIGENCE IN MEDICINE
- A review on diagnostic autism spectrum disorder approaches based on the Internet of Things and Machine Learning
- (2020) Mehdi Hosseinzadeh et al. JOURNAL OF SUPERCOMPUTING
- Deep-Learning-Enhanced Human Activity Recognition for Internet of Healthcare Things
- (2020) Xiaokang Zhou et al. IEEE Internet of Things Journal
- A Multi-Channel Electromyography, Electrocardiography and Inertial Wireless Sensor Module Using Bluetooth Low-Energy
- (2020) Giorgio Biagetti et al. Electronics
- Segmenting accelerometer data from daily life with unsupervised machine learning
- (2019) Dafne van Kuppevelt et al. PLoS One
- Machine learning methods for detecting urinary tract infection and analysing daily living activities in people with dementia
- (2019) Shirin Enshaeifar et al. PLoS One
- A healthcare monitoring system using random forest and internet of things (IoT)
- (2019) Pavleen Kaur et al. MULTIMEDIA TOOLS AND APPLICATIONS
- Internet of Things: A survey of enabling technologies in healthcare and its applications
- (2019) Mrinai M. Dhanvijay et al. Computer Networks
- Machine learning and IoT-based cardiac arrhythmia diagnosis using statistical and dynamic features of ECG
- (2019) R. Lakshmi Devi et al. JOURNAL OF SUPERCOMPUTING
- Monitoring of the Human Body Signal through the Internet of Things (IoT) Based LoRa Wireless Network System
- (2019) Mohammad Shahidul Islam et al. Applied Sciences-Basel
- Sensors for Lung Cancer Diagnosis
- (2019) Rosamaria Capuano et al. Journal of Clinical Medicine
- Performance evaluation of a Fog-assisted IoT solution for e-Health applications
- (2019) Pedro H. Vilela et al. Future Generation Computer Systems-The International Journal of eScience
- Edge computing for Internet of Things: A survey, e-healthcare case study and future direction
- (2019) Partha Pratim Ray et al. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
- Breast Cancer Detection in the IOT Health Environment Using Modified Recursive Feature Selection
- (2019) Muhammad Hammad Memon et al. WIRELESS COMMUNICATIONS & MOBILE COMPUTING
- Smart healthcare framework for ambient assisted living using IoMT and big data analytics techniques
- (2019) Liyakathunisa Syed et al. Future Generation Computer Systems-The International Journal of eScience
- HealthFog: An ensemble deep learning based Smart Healthcare System for Automatic Diagnosis of Heart Diseases in integrated IoT and fog computing environments
- (2019) Shreshth Tuli et al. Future Generation Computer Systems-The International Journal of eScience
- Online heart monitoring systems on the internet of health things environments: A survey, a reference model and an outlook
- (2019) Marcus A.G. Santos et al. Information Fusion
- Selective encryption on ECG data in body sensor network based on supervised machine learning
- (2019) Han Qiu et al. Information Fusion
- Utilizing IoT wearable medical device for heart disease prediction using higher order Boltzmann model: A classification approach
- (2019) Zafer Al-Makhadmeh et al. MEASUREMENT
- Development of Rheumatoid Arthritis Classification from Electronic Image Sensor Using Ensemble Method
- (2019) Ho Sharon et al. SENSORS
- Deep learning for healthcare applications based on physiological signals: A review
- (2018) Oliver Faust et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- A novel three-tier Internet of Things architecture with machine learning algorithm for early detection of heart diseases
- (2018) Priyan Malarvizhi Kumar et al. COMPUTERS & ELECTRICAL ENGINEERING
- Towards energy-aware fog-enabled cloud of things for healthcare
- (2018) Mukhtar M.E. Mahmoud et al. COMPUTERS & ELECTRICAL ENGINEERING
- Delivering home healthcare through a Cloud-based Smart Home Environment (CoSHE)
- (2018) Minh Pham et al. Future Generation Computer Systems-The International Journal of eScience
- Cloud and IoT based disease prediction and diagnosis system for healthcare using Fuzzy neural classifier
- (2018) Priyan Malarvizhi Kumar et al. Future Generation Computer Systems-The International Journal of eScience
- Mobile edge computing, Fog et al.: A survey and analysis of security threats and challenges
- (2018) Rodrigo Roman et al. Future Generation Computer Systems-The International Journal of eScience
- Edge Computing with Cloud for Voice Disorder Assessment and Treatment
- (2018) Ghulam Muhammad et al. IEEE COMMUNICATIONS MAGAZINE
- Using Machine Learning to Improve the Prediction of Functional Outcome in Ischemic Stroke Patients
- (2018) Miguel Aires Barros Monteiro et al. IEEE-ACM Transactions on Computational Biology and Bioinformatics
- Cloud-centric IoT based disease diagnosis healthcare framework
- (2018) Prabal Verma et al. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
- Health management and pattern analysis of daily living activities of people with dementia using in-home sensors and machine learning techniques
- (2018) Shirin Enshaeifar et al. PLoS One
- A Personalized Healthcare Monitoring System for Diabetic Patients by Utilizing BLE-Based Sensors and Real-Time Data Processing
- (2018) Ganjar Alfian et al. SENSORS
- The application of internet of things in healthcare: a systematic literature review and classification
- (2018) Hossein Ahmadi et al. Universal Access in the Information Society
- A Smart System for Sleep Monitoring by Integrating IoT With Big Data Analytics
- (2018) Diana C. Yacchirema et al. IEEE Access
- An Automated Remote Cloud-Based Heart Rate Variability Monitoring System
- (2018) Ahmed Faeq Hussein et al. IEEE Access
- A Fog-Based Healthcare Framework for Chikungunya
- (2018) Sandeep K. Sood et al. IEEE Internet of Things Journal
- Smart-Log: A Deep-Learning Based Automated Nutrition Monitoring System in the IoT
- (2018) Prabha Sundaravadivel et al. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS
- System for monitoring and supporting the treatment of sleep apnea using IoT and big data
- (2018) Diana Yacchirema et al. Pervasive and Mobile Computing
- Wearable IoT enabled real-time health monitoring system
- (2018) Jie Wan et al. EURASIP Journal on Wireless Communications and Networking
- Enabling technologies for fog computing in healthcare IoT systems
- (2018) Ammar Awad Mutlag et al. Future Generation Computer Systems-The International Journal of eScience
- An IoT Based Predictive Modelling for Predicting Lung Cancer Using Fuzzy Cluster Based Segmentation and Classification
- (2018) D. Palani et al. JOURNAL OF MEDICAL SYSTEMS
- A wearable sensor-based activity prediction system to facilitate edge computing in smart healthcare system
- (2018) Md. Zia Uddin JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
- An Internet-of-Things (IoT) Network System for Connected Safety and Health Monitoring Applications
- (2018) Fan Wu et al. SENSORS
- Fog Computing-Based IoT for Health Monitoring System
- (2018) Anand Paul et al. Journal of Sensors
- An edge-stream computing infrastructure for real-time analysis of wearable sensors data
- (2018) Luca Greco et al. Future Generation Computer Systems-The International Journal of eScience
- Internet of Things Meets Brain–Computer Interface: A Unified Deep Learning Framework for Enabling Human-Thing Cognitive Interactivity
- (2018) Xiang Zhang et al. IEEE Internet of Things Journal
- Smart Health Solution Integrating IoT and Cloud: A Case Study of Voice Pathology Monitoring
- (2017) Ghulam Muhammad et al. IEEE COMMUNICATIONS MAGAZINE
- An IoT-Based Computational Framework for Healthcare Monitoring in Mobile Environments
- (2017) Higinio Mora et al. SENSORS
- Advanced internet of things for personalised healthcare systems: A survey
- (2017) Jun Qi et al. Pervasive and Mobile Computing
- Real-Time Signal Quality-Aware ECG Telemetry System for IoT-Based Health Care Monitoring
- (2017) Udit Satija et al. IEEE Internet of Things Journal
- Structural Health Monitoring Framework Based on Internet of Things: A Survey
- (2017) C. Arcadius Tokognon et al. IEEE Internet of Things Journal
- CMED: Cloud based medical system framework for rural health monitoring in developing countries
- (2016) Kashfia Sailunaz et al. COMPUTERS & ELECTRICAL ENGINEERING
- Wearable Environmental Sensors and Infrastructure for Mobile Large-Scale Urban Deployment
- (2016) Erik Wilhelm et al. IEEE SENSORS JOURNAL
- BSN-Care: A Secure IoT-Based Modern Healthcare System Using Body Sensor Network
- (2016) Prosanta Gope et al. IEEE SENSORS JOURNAL
- Low-Power Wearable ECG Monitoring System for Multiple-Patient Remote Monitoring
- (2016) Elisa Spano et al. IEEE SENSORS JOURNAL
- An IoT-cloud Based Wearable ECG Monitoring System for Smart Healthcare
- (2016) Zhe Yang et al. JOURNAL OF MEDICAL SYSTEMS
- A Practical Design and Implementation of a Low Cost Platform for Remote Monitoring of Lower Limb Health of Amputees in the Developing World
- (2016) Neha Mathur et al. IEEE Access
- Mobile Cloud Computing Model and Big Data Analysis for Healthcare Applications
- (2016) Lo'ai A. Tawalbeh et al. IEEE Access
- Dynamic and Wireless Sensing Measurements of Potentiometric Glucose Biosensor Based on Graphene and Magnetic Beads
- (2015) Jung-Chuan Chou et al. IEEE SENSORS JOURNAL
- Implementation of a Wireless ECG Acquisition SoC for IEEE 802.15.4 (ZigBee) Applications
- (2015) Liang-Hung Wang et al. IEEE Journal of Biomedical and Health Informatics
- The Internet of Things for Health Care: A Comprehensive Survey
- (2015) S. M. Riazul Islam et al. IEEE Access
- EEG Changes Due to Experimentally Induced 3G Mobile Phone Radiation
- (2015) Suzanne Roggeveen et al. PLoS One
- IoT-Based Smart Rehabilitation System
- (2014) Yuan Jie Fan et al. IEEE Transactions on Industrial Informatics
- WiSPH: A Wireless Sensor Network-Based Home Care Monitoring System
- (2014) Pedro Magaña-Espinoza et al. SENSORS
- A simple and low-cost device performing blood cell counting based on lens-free shadow imaging technique
- (2014) Mohendra Roy et al. SENSORS AND ACTUATORS B-CHEMICAL
- RFID Technology for IoT-Based Personal Healthcare in Smart Spaces
- (2014) Sara Amendola et al. IEEE Internet of Things Journal
- Unbiased and Mobile Gait Analysis Detects Motor Impairment in Parkinson's Disease
- (2013) Jochen Klucken et al. PLoS One
- A portable wireless biometric multi-channel system
- (2012) Luciano Boquete et al. MEASUREMENT
- A Wireless sEMG Recording System and Its Application to Muscle Fatigue Detection
- (2012) Kang-Ming Chang et al. SENSORS
- ZigBee based multi-purpose electronic score design and implementation using EOG
- (2012) Wen-Tsai Sung et al. SENSORS AND ACTUATORS A-PHYSICAL
- Security and Privacy Issues in Wireless Sensor Networks for Healthcare Applications
- (2010) Moshaddique Al Ameen et al. JOURNAL OF MEDICAL SYSTEMS
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started