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Medical informatics and bioimaging u...

Hassanien, Aboul Ella.

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Medical informatics and bioimaging using artificial intelligence = challenges, issues, innovations and recent developments /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Medical informatics and bioimaging using artificial intelligence/ edited by Aboul Ella Hassanien ... [et al.].
其他題名:	challenges, issues, innovations and recent developments /
其他作者:	Hassanien, Aboul Ella.
出版者:	Cham :Springer International Publishing : : 2022.,
面頁冊數:	viii, 258 p. :ill., digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence - Medical applications. -
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 intelligencechallenges, issues, innovations and recent developments /[electronic resource] :edited by Aboul Ella Hassanien ... [et al.]. - Cham :Springer International Publishing :2022. - viii, 258 p. :ill., digital ;24 cm. - Studies in computational intelligence,v. 10051860-9503 ;. - Studies in computational intelligence ;v. 1005..

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:

900591
Artificial intelligence
--Medical applications.

LC Class. No.: R859.7.A78 / M43 2022

Dewey Class. No.: 610.28563

Medical informatics and bioimaging using artificial intelligence = challenges, issues, innovations and recent developments /
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