Nature-Inspired Optimization Methodologies in Biomedical and Healthcare

Author:   Janmenjoy Nayak ,  Asit Kumar Das ,  Bighnaraj Naik ,  Saroj K. Meher
Publisher:   Springer International Publishing AG
Edition:   2023 ed.
Volume:   233
ISBN:  

9783031175435


Pages:   293
Publication Date:   15 November 2022
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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Nature-Inspired Optimization Methodologies in Biomedical and Healthcare


Overview

This book introduces a variety of well-proven and newly developed nature-inspired optimization algorithms solving a wide range of real-life biomedical and healthcare problems. Few solo and hybrid approaches are demonstrated in a lucid manner for the effective integration and finding solution for a large-scale complex healthcare problem. In the present bigdata-based computing scenario, nature-inspired optimization techniques present adaptive mechanisms that permit the understanding of complex data and altering environments. This book is a voluminous collection for the confront faced by the healthcare institutions and hospitals for practical analysis, storage, and data analysis. It explores the distinct nature-inspired optimization-based approaches that are able to handle more accurate outcomes for the current biomedical and healthcare problems. In addition to providing a state-of-the-art and advanced intelligent methods, it also enlightens an insight for solving diversified healthcare problems such as cancer and diabetes.

Full Product Details

Author:   Janmenjoy Nayak ,  Asit Kumar Das ,  Bighnaraj Naik ,  Saroj K. Meher
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   2023 ed.
Volume:   233
Weight:   0.635kg
ISBN:  

9783031175435


ISBN 10:   3031175433
Pages:   293
Publication Date:   15 November 2022
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Nature-Inspired Optimization Algorithms: Past to Present.- Preventing the early spread of infectious diseases using Particle Swarm Optimization.- Optimized gradient boosting tree-based model for obesity level prediction from patient’s physical condition and eating habits.

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Latest Reading Guide

NOV RG 20252

 

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