Soft Computing: Biomedical and Related Applications

(0) Erste Bewertung abgeben
20%
CHF 143.20 Sie sparen CHF 35.80
Print on Demand - Auslieferung erfolgt in der Regel innert 4 bis 6 Wochen.
Fester Einband

Beschreibung

This book lists current and potential biomedical uses of computational intelligence methods. These methods are used in diagnostics and treatment of such diseases as cancer, cardiac diseases, pneumonia, stroke, and COVID-19. Many biomedical problems are difficult; so, often, the current methods are not sufficient, new methods need to be developed. To confidently apply the new methods to critical life-and-death medical situations, it is important to first test these methods on less critical applications. The book describes several such promising new methods that have been tested on problems from agriculture, computer networks, economics and business, pavement engineering, politics, quantum computing, robotics, etc.

This book helps practitioners and researchers to learn more about computational intelligence methods and their biomedical applicationsand to further develop this important research direction.



Provides recent research on Soft Computing for Biomedical Applications and Related Topics

Presents applications and technical aspects of soft computing for biomedical problems

Aims at practitioners and researchers helping them to learn more about the soft computing techniques



Inhalt
Part I: Biomedical Applications of Computational Intelligence Techniques.- Bilattice CADIAG-II: Theory and Experimental Results.- A Combination Model of Robust Principal Component Analysis and Multiple Kernel Learning for Cancer Patient Stratification.- Attention U-Net with Active Contour based Hybrid Loss for Brain Tumor Segmentation.- Refining Skip Connections by Fusing Multi-scaled Context in Neural Network for Cardiac MR Image Segmentation.- End-to-end Hand Rehabilitation System with Single-shot Gesture Classification for Stroke Patients.- Feature Selection based on Shapley Additive Explanations on Metagenomic Data for Colorectal Cancer Diagnosis.- Clinical Decision Support Systems for Pneumonia Diagnosis using Gradient-weighted Class Activation Mapping and Convolutional Neural Networks.- Improving 3D Hand Pose Estimation with Synthetic RGB Image Enhancement using RetinexNet and Dehazing.- Imbalance in Learning Chest X-ray Images for COVID-19 Detection.- Deep Learning based COVID-19 Diagnosis by Joint Classication and Segmentation.- Part II: General Computational Intelligence Techniques and Their Applications.- Why It Is Sufficient to Have Real-Valued Amplitudes in Quantum Computing.

Mehr anzeigen

Produktinformationen

Titel
Soft Computing: Biomedical and Related Applications
Editor
EAN
9783030766191
ISBN
3030766195
Format
Fester Einband
Herausgeber
Springer International Publishing
Genre
Allgemeines & Lexika
Anzahl Seiten
336
Gewicht
670g
Größe
H241mm x B160mm x T24mm
Jahr
2021
Untertitel
Englisch
Auflage
1st ed. 2021
Mehr anzeigen
Andere Kunden kauften auch