Can I read Swarm Optimization for Biomedical Applications on EtoBox?

Swarm Optimization for Biomedical Applications by Saurav Mallik & Zhongming Zhao & Nanda Dulal Jana & Prabhu Jayagopal & Tapas Si & Sandeep Kumar Mathivanan is a book available to read on EtoBox.

What is Swarm Optimization for Biomedical Applications about?

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

Author

Saurav Mallik & Zhongming Zhao & Nanda Dulal Jana & Prabhu Jayagopal & Tapas Si & Sandeep Kumar Mathivanan

Published

2024

Language

EN