Machine learning in healthcare: review, opportunities and challenges

A Nayyar, L Gadhavi, N Zaman - Machine Learning and the Internet of …, 2021 - Elsevier
machine learning technology to promote healthcare solutions. … in the healthcare domain
using machine learning technology… in the healthcare field, machine learning application can be …

[PDF][PDF] Healthcare solution based on machine learning applications in IOT and edge computing

SM Kumar, D Majumder - International Journal of Pure and …, 2018 - researchgate.net
… research interests in IOT based solutions for Healthcare, assisted living, agriculture …
Healthcare technologies in the later part of this paper. We observed that many healthcare solutions

Machine Learning-Based Security Solutions for Healthcare: An Overview

P Arora, B Kaur, MA Teixeira - … and Smart Cities: Proceedings of ETCCS …, 2022 - Springer
… that favor modern healthcare solutions (Godi, B., Viswanadham, S., Muttipati, AS, Prakash
Samantray, O., Gadiraju student, SR: E-Healthcare Monitoring System using IoT with Machine

Machine-learning-based IoT–edge computing healthcare solutions

AK Alnaim, AM Alwakeel - Electronics, 2023 - mdpi.com
… trained a machine learning model to identify attacks on the edge-node-based edge-distributed
ledger’s privacy preservation solution for healthcare. Hybrid Machine Learning Model …

Machine learning in healthcare communication

S Siddique, JCL Chow - Encyclopedia, 2021 - mdpi.com
Machine learning was used to analyze electronic health records … health records such as
psychiatric evaluation records, pathology reports, and nursing admission notes; and other health-…

[PDF][PDF] Smart Health Solutions: The Convergence of AI, Machine Learning, and Deep Learning for Brain and Heart Care

MA Adam, A Mukhtar - Revista Espanola de Documentacion …, 2024 - redc.revistas-csic.com
… Through the analysis of electronic health record data, we have shown that machine learning
models can accurately identify individuals at high risk of cardiovascular events, enabling …

[图书][B] Machine learning for healthcare applications

SN Mohanty, G Nalinipriya, OP Jena, A Sarkar - 2021 - books.google.com
… different dimensions of machine learning applications and illustrates its use in solutions
of assorted real world biomedical and healthcare problems. Machine learning is one of the …

IoT-Edge Healthcare Solutions Empowered by Machine Learning

SMK Sistla, BK Konidena - Journal of Knowledge Learning and Science …, 2023 - jklst.org
… Leveraging machine learning and statistical sampling … Machine learning methods offer
promise in identifying … cloud and edge computing with machine learning. Specifically, it explores …

[HTML][HTML] Using machine learning for healthcare challenges and opportunities

A Alanazi - Informatics in Medicine Unlocked, 2022 - Elsevier
Machine learning (ML) and its applications in healthcare have gained a lot of attention. …
to use ML algorithms to improve health care. Supervised learning is the type of ML that can be …

Secure and robust machine learning for healthcare: A survey

A Qayyum, J Qadir, M Bilal… - IEEE Reviews in …, 2020 - ieeexplore.ieee.org
… We are living in the age of algorithms, in which machine learning (ML)/deep learning (DL) …
ML/DL algorithms are now beginning to influence healthcare as well—a field that has …