Intelligent Healthcare Systems (eBook, PDF)

Redaktion: Estrela, Vania V.

• Format: PDF

Produktbeschreibung

The book follows a medical cyber-physical systems' paradigm to handle the dimensionality conundrum stemming from image acquisition, image modality/resolution/representation, subspace decomposition, compressed sensing, and communications constraints.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 398
• Erscheinungstermin: 4. August 2023
• Englisch
• ISBN-13: 9781000954326
• Artikelnr.: 68402332

Autorenporträt

Vania V. Estrela has a B.S. degree from Federal University of Rio de Janeiro (UFRJ) in Electrical and Computer Engineering (ECE); M.Sc. from the Technological Institute of Aeronautics (ITA), Brazil; M.Sc. degree in ECE at Northwestern University, USA; and Ph.D. in ECE from the Illinois Institute of Technology (IIT), Chicago, IL, USA. Taught at DePaul University, USA, and Universidade Estadual do Norte Fluminense (UENF), Brazil. She was visiting professor at the Polytechnic Institute of Rio de Janeiro (IPRJ)/State University of Rio de Janeiro (UERJ) in Brazil and currently working at UFF's Department of Telecommunications. Research interests include signal/image/video processing, inverse problems, computational & mathematical modeling, stochastic models, multimedia, communications, motion estimation, machine learning, and geoprocessing. She reviews several journal/magazine articles, and she is deputy editor of the Neuroscience Informatics journal (Elsevier). She is engaged in technology transfer, STEAM education, environmental issues, and digital inclusion. She is editor of several books and special issues and a member of IEEE and ACM.

Inhaltsangabe

PART 1: INTELLIGENCE MEANINGS AND ROLES IN HEALTHCARE: INTRODUCTORY
ASPECTS. Introduction to Intelligent Healthcare in a Post-Pandemic World.
The Building Blocks of Health 4.0 - Internet of Things, Big Data with Cloud
and Fog Computing. Internet of Medical Things (IoMT) Layers for Medical
Cyber-Physical Systems. Ad Hoc Networks in Healthcare Intelligent
Transportation Systems - MANETs, VANETs, and FANETs. Scale and Resolution
Issues regarding Medical Images: Challenges Ahead. Some Issues regarding
Content-Based Image Retrieval (CBIR) for Remote Healthcare Theradiagnosis.
Blockchain Technology Enabling Better Services in the Healthcare Domain. 6G
in Healthcare - Anticipating Needs and Requirements. PART 2:
INFRASTRUCTURAL MEDICAL APPLICATIONS. Remote Sensing Applications in
Disease Mapping and Public Health Analysis. On DICOM, HEVC and 3D Medical
Image Compression for Volumetric Theragnostics. Deep Learning as a Drive
Force for Better Drug Development. In-Body Devices and Sensors
Communication - How Implantables, Ingestibles, and Injectables Interact
with the Internet. Nanotechnology, Internet of Nano-things and Nanorobotics
in Healthcare - Nano for All. Digital Twin Framework for Intelligent
Healthcare Facilities through ISO/IEEE 11073. PART 3: ADVANCED APPLICATIONS
USING AI. Medical Visual Theragnostic Systems Using Artificial Intelligence
(AI) - Principles and Perspectives. Metaheuristics Applied to Pathology
Image Analysis. Mobile Agents and Blockchain for Robust and Secure
Authentication and Access Control in Healthcare Systems. Super-resolution
Image Processing for Hemoglobin Quantification: A Case Study. BrATCat: Data
Augmentation of MRI Scans via Image-to-Image Translation using CycleGAN
Followed by Pre-Trained Model Categorization.