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Medical Informatics and Bioimaging Using Artificial Intelligence de Aboul Ella Hassanien

Medical Informatics and Bioimaging Using Artificial Intelligence: Studies in Computational Intelligence

Editat de Aboul Ella Hassanien, Roheet Bhatnagar, Václav Sná¿el, Mahmoud Yasin Shams
en Limba Engleză Hardback – 16 dec 2021
This book emphasizes the latest developments and achievements in artificial intelligence and related technologies, focusing on the applications of artificial intelligence and medical diagnosis. The book describes the theory, applications, concept visualization, and critical surveys covering most aspects of AI for medical informatics.
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Specificații

ISBN-13: 9783030911027
ISBN-10: 3030911020
Pagini: 268
Ilustrații: VIII, 258 p. 107 illus., 88 illus. in color.
Dimensiuni: 160 x 241 x 21 mm
Greutate: 0.57 kg
Ediția:1st ed. 2022
Editura: Springer
Seria Studies in Computational Intelligence

Locul publicării:Cham, Switzerland

Cuprins

Optimized Deep Learning Using Cockroach Swarm Optimization for Segmenting Brain MRI Scans.- Efficient Classification Model for Melanoma Based on Convolutional Neural Networks.- Machine Learning-supported MRI Analysis of Brain Asymmetry for Early Diagnosis of Dementia.- Feature Selection Based Coral Reefs Optimization for Breast Cancer Classification.- A Comprehensive Review on Brain Disease Mapping – the Underlying Technologies and AI based Techniques for Feature Extraction & Classification using EEG signals.- Recognition of Ocular Disease Based Optimized VGG-Net Models.- Applications of AI and IoT in COVID-19 Vaccine and Its Impact on Social Life.- COVID-19 forecasting based on an improved interior search algorithm and multilayer feed-forward neural network.- Development of Disease Diagnosis Model for CXR Images and Reports – A Deep Learning Approach.- Intelligent Drug Descriptors Analysis:  Toward COVID-19 Drug Repurposing.- Analysis of Aortic Valve Using a Finite Element Model.- Fundus images Enhancement using Using Gravitational Force and Lateral Inhibition Network for Blood Vessel Detection.- Multivariate Fuzzy Logic based Smart Healthcare Monitoring for Risk Evaluation of Cardiac Patients.- Ensemble machine learning model for mortality prediction inside ICU

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This book emphasizes the latest developments and achievements in artificial intelligence and related technologies, focusing on the applications of artificial intelligence and medical diagnosis. The book describes the theory, applications, concept visualization, and critical surveys covering most aspects of AI for medical informatics.

Caracteristici

Presents latest developments & achievements in the field of Medical Informatics & Bio imaging Includes contributions on theory, practical, case studies, and critical surveys Envelops all the aspects of AI for the Sustainable Healthcare