Nature-Inspired Optimization Methodologies in Biomedical and Healthcare -

Nature-Inspired Optimization Methodologies in Biomedical and Healthcare

Buch | Softcover
XVIII, 293 Seiten
2023 | 1st ed. 2023
Springer International Publishing (Verlag)
978-3-031-17546-6 (ISBN)
192,59 inkl. MwSt

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.


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.

Erscheinungsdatum
Reihe/Serie Intelligent Systems Reference Library
Zusatzinfo XVIII, 293 p. 111 illus., 77 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 480 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Medizin / Pharmazie Physiotherapie / Ergotherapie Orthopädie
Technik
Schlagworte bio-inspired computation • biomedical • evolutionary algorithm • Healthcare • Nature Inspired Algorithms • Swarm intelligence
ISBN-10 3-031-17546-8 / 3031175468
ISBN-13 978-3-031-17546-6 / 9783031175466
Zustand Neuware
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