Swarm Intelligence and Machine Learning: Applications in Healthcare

ISBN-13: 9781032145792 / Angielski / Twarda / 2022 / 222 str.

Gupta, Manish

Opis

It will help future research be done in healthcare. It also explores the recent progress in several computing technologies and evaluates the performance based on today's betterment compared to previous development in the technology.

Spis treści

1. An Intelligent Methodology for COVID-19 RISK Prediction using Swarm Intelligence Optimization—A Machine Learning Perspective 2. Impact of COVID Vaccination on the Globe using Data Analytics 3. Swarm Intelligence and Machine Learning Algorithms for Cancer Diagnosis 4. Applications of Swarm Intelligence and Machine Learning for COVID-19 5. Machine Learning for Rural Healthcare 6. Swarm Intelligence-based Framework for Image Segmentation of Knee MRI Images for Detection of Bone Cancer 7. Swarm Optimization and Machine Learning to Improve the Detection of Brain Tumor 8. Analysis of Machine Learning Algorithms for Prediction of Diabetes 9. Swarm Intelligence for Diagnosis of Arrhythmia and Cardiac Stenosis 10. Design and Development of Covid-19 Pandemic Situation-based Contactless Automated Teller Machine Operations 11. Scope of Optimization in Plant Leaf Disease Detection using Deep Learning and Swarm Intelligence 12. Automatic Speech Analysis of Conversations for Dementia Detection Using Bi-LSTM Model