A healthcare system for internet of things (IoT) application: machine learning based approach

M Mamun-Ibn-Abdullah… - Journal of Computer and …, 2021 - editor.journal7sub.com
… a healthcare system which can analyze ECG report using supervise machine learning
For performance evaluation, ECG data is analyzed using six supervised machine learning

Machine learning based healthcare system for investigating the association between depression and quality of life

M Habib, Z Wang, S Qiu, H Zhao… - … Biomedical and Health …, 2022 - ieeexplore.ieee.org
… a leading community health concern worldwide. Using machine learning techniques this …
using both unsupervised and supervised machine learning techniques. The consolidation …

Healthguard: A machine learning-based security framework for smart healthcare systems

AKMI Newaz, AK Sikder, MA Rahman… - … conference on social …, 2019 - ieeexplore.ieee.org
… threats to smart healthcare system with high accuracy and F1-score. … in healthcare systems
and existing solutions in Section II. The detailed overview of the smart healthcare system is …

[HTML][HTML] A comprehensive survey on machine learning-based big data analytics for IoT-enabled smart healthcare system

W Li, Y Chai, F Khan, SRU Jan, S Verma… - Mobile networks and …, 2021 - Springer
… evolution of ML-based techniques for big data analysis in the IoT healthcare sector. In this …
the application of machine learning techniques for big data analysis in the healthcare sector. …

Disease analysis using machine learning approaches in healthcare system

HK Bhuyan, V Ravi, B Brahma, NK Kamila - Health and Technology, 2022 - Springer
machine learning approaches with various methodologies such as support vector machine
(… The outcomes disclose that the ANNs method performed good compare to others based on …

[HTML][HTML] Machine learning in healthcare

H Habehh, S Gohel - Current genomics, 2021 - ncbi.nlm.nih.gov
… settings, the inclusion of these approaches is increasing … machine learning-based approaches
and learning algorithms including supervised, unsupervised, and reinforcement learning

Machine learning algorithm in healthcare system: A Review

PK Kushwaha, M Kumaresan - 2021 International Conference …, 2021 - ieeexplore.ieee.org
… This research article focused on the various field of machine learning that … in healthcare
system. This paper attempt to provide the brief details about various machine learning approach

A new machine learning-based healthcare monitoring model for student's condition diagnosis in Internet of Things environment

A Souri, MY Ghafour, AM Ahmed, F Safara, A Yamini… - Soft Computing, 2020 - Springer
… are gathered through IoT-based healthcare systems proposed. This … healthcare systems
are designed in order to help fast diagnosis along with close monitoring of patient’s health

[HTML][HTML] HealthGuard: An intelligent healthcare system security framework based on machine learning

A Sundas, S Badotra, S Bharany, A Almogren… - Sustainability, 2022 - mdpi.com
… is a significant obstacle to adopting such an analytical approach in a SHS. We suggest a
patient-centric, health- and activity-based anomalous behaviour analysis of the devices as a …

Big data based hybrid machine learning model for improving performance of medical Internet of Things data in healthcare systems

M Rashid, H Singh, V Goyal, SA Parah… - Healthcare Paradigms in …, 2021 - Elsevier
… A lot of data is getting generated and captured in Internet of Things (IoT) based devices
related to healthcare systems. This data is real time and unstructured in nature. However, this real…