Swarm Optimization for Biomedical Applications (1)

Synopsis

Biomedical engineering is a rapidly growing interdisciplinary area that is providing solutions to biological and medical problems and improving the healthcare system. It is connected to various applications like protein structure prediction, computer-aided drug design, and computerized medical diagnosis based on image and signal data, which accomplish low-cost, accurate, and reliable solutions for improving healthcare services. With the recent advancements, machine learning (ML) and deep learning (DL) techniques are widely used in biomedical engineering to develop intelligent decision-making healthcare systems in real-time. However, accuracy and reliability in model performance can be a concern in tackling data generated from medical images and signals, making it challenging for researchers and practitioners. Therefore, optimized models can produce quality healthcare services to handle the complexities involved in biomedical research. Various optimization techniques have been employed to optimize parameters, hyper-parameters, and architectural information of ML/DL models explicitly applied to biological, medical, and signal data. The swarm intelligence approach has the potential to solve complex non-linear optimization problems. It mimics the collective behavior of social swarms such as ant colonies, honey bees, and bird flocks. The cooperative nature of swarms can search global settings of ML/DL models, which efficiently provide the solution to biomedical engineering applications. Finally, the book aims to provide the utility of swarm optimization and similar optimization techniques to design ML/DL models to improve the solutions related to biomedical engineering.

Copyright:

2025

Book Details

Book Quality:

Publisher Quality

Book Size:

326 Pages

ISBN-13:

9781040324745

Related ISBNs:

9781032697338, 9781040324738, 9781032713762

Publisher:

CRC Press

Date of Addition:

02/28/25

Copyrighted By:

Saurav Mallik, Zhongming Zhao, Nanda Dulal Jana, Prabhu J., Tapas Si and Sandeep Kumar M.

Adult content:

No

Language:

English

Has Image Descriptions:

No

Categories:

Nonfiction, Science, Computers and Internet, Technology, Medicine

Submitted By:

Bookshare Staff

Usage Restrictions:

This is a copyrighted book.

Edited by:

null Saurav Mallik

Edited by:

null Zhongming Zhao

Edited by:

null Nanda Dulal Jana

Edited by:

null Prabhu Jayagopal

Edited by:

null Tapas Si

Edited by:

null Sandeep Kumar Mathivanan