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Medical Informatics and Bioimaging Using Artificial Intelligence = Challenges, Issues, Innovations and Recent Developments /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Medical Informatics and Bioimaging Using Artificial Intelligence / edited by Aboul Ella Hassanien, Roheet Bhatnagar, Václav Snášel, Mahmoud Yasin Shams.
其他題名:	Challenges, Issues, Innovations and Recent Developments /
其他作者:	Yasin Shams, Mahmoud.
面頁冊數:	VIII, 258 p. 107 illus., 88 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Health Informatics. -
電子資源:	https://doi.org/10.1007/978-3-030-91103-4
ISBN:	9783030911034

Medical Informatics and Bioimaging Using Artificial Intelligence = Challenges, Issues, Innovations and Recent Developments /
Medical Informatics and Bioimaging Using Artificial Intelligence Challenges, Issues, Innovations and Recent Developments /[electronic resource] :edited by Aboul Ella Hassanien, Roheet Bhatnagar, Václav Snášel, Mahmoud Yasin Shams. - 1st ed. 2022. - VIII, 258 p. 107 illus., 88 illus. in color.online resource. - Studies in Computational Intelligence,10051860-9503 ;. - Studies in Computational Intelligence,564.

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.

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.

ISBN: 9783030911034

Standard No.: 10.1007/978-3-030-91103-4doiSubjects--Topical Terms:

593963
Health Informatics.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Medical Informatics and Bioimaging Using Artificial Intelligence = Challenges, Issues, Innovations and Recent Developments /
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