Medical Informatics and Bioimaging Using Artificial Intelligence -

Medical Informatics and Bioimaging Using Artificial Intelligence

Challenges, Issues, Innovations and Recent Developments
Buch | Hardcover
VIII, 258 Seiten
2021 | 1st ed. 2022
Springer International Publishing (Verlag)
978-3-030-91102-7 (ISBN)
192,59 inkl. MwSt
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.

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

Erscheinungsdatum
Reihe/Serie Studies in Computational Intelligence
Zusatzinfo VIII, 258 p. 107 illus., 88 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 559 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Medizin / Pharmazie Physiotherapie / Ergotherapie Orthopädie
Technik
Schlagworte Artificial Intelligence • Bioimaging • Computational Intelligence • Medical Informatics • sustainable healthcare
ISBN-10 3-030-91102-0 / 3030911020
ISBN-13 978-3-030-91102-7 / 9783030911027
Zustand Neuware
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