4.5 Article

A novel blockchain-enabled heart disease prediction mechanism using machine learning

Related references

Note: Only part of the references are listed.
Review Computer Science, Interdisciplinary Applications

A Comprehensive Analysis of Nature-Inspired Meta-Heuristic Techniques for Feature Selection Problem

Manik Sharma et al.

Summary: Meta-heuristics are problem-independent optimization techniques that provide optimal solutions through iterative exploration and exploitation of the entire search space. This study aims to comprehensively analyze the application of nature-inspired meta-heuristics in feature selection through a systematic review of 176 articles.

ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING (2021)

Article Computer Science, Software Engineering

A metaheuristic optimization approach for energy efficiency in the IoT networks

Celestine Iwendi et al.

Summary: The study focuses on reducing energy consumption of sensors in IoT networks to extend network lifetime by optimizing the selection of Cluster Heads (CH) in the network, using a hybrid metaheuristic algorithm and comparing results with other optimization algorithms.

SOFTWARE-PRACTICE & EXPERIENCE (2021)

Proceedings Paper Materials Science, Multidisciplinary

Latest trends on heart disease prediction using machine learning and image fusion

Manoj Diwakar et al.

Summary: Diagnosing diseases is crucial for healthcare, and machine learning plays a critical role in providing reliable and instant disease diagnosis to help the medical field. This paper reviews the impact of classification methods in identifying heart disease, including machine learning and image fusion techniques.

MATERIALS TODAY-PROCEEDINGS (2021)

Article Health Care Sciences & Services

An Architecture and Management Platform for Blockchain-Based Personal Health Record Exchange: Development and Usability Study

Hsiu-An Lee et al.

JOURNAL OF MEDICAL INTERNET RESEARCH (2020)

Article Computer Science, Artificial Intelligence

A smart healthcare monitoring system for heart disease prediction based on ensemble deep learning and feature fusion

Farman Ali et al.

INFORMATION FUSION (2020)

Article Computer Science, Information Systems

A Spectrogram-Based Deep Feature Assisted Computer-Aided Diagnostic System for Parkinsons Disease

Laiba Zahid et al.

IEEE ACCESS (2020)

Article Computer Science, Information Systems

HDPM: An Effective Heart Disease Prediction Model for a Clinical Decision Support System

Norma Latif Fitriyani et al.

IEEE ACCESS (2020)

Article Computer Science, Information Systems

DITrust Chain: Towards Blockchain-Based Trust Models for Sustainable Healthcare IoT Systems

Eman M. Abou-Nassar et al.

IEEE ACCESS (2020)

Article Health Care Sciences & Services

Blockchain-Based Medical Records Secure Storage and Medical Service Framework

Yi Chen et al.

JOURNAL OF MEDICAL SYSTEMS (2019)

Article Computer Science, Information Systems

Effective Heart Disease Prediction Using Hybrid Machine Learning Techniques

Senthilkumar Mohan et al.

IEEE ACCESS (2019)

Review Computer Science, Information Systems

Blockchain distributed ledger technologies for biomedical and health care applications

Tsung-Ting Kuo et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2017)