Intelligent Healthcare Systems
Book: INTELLIGENT HEALTHCARE SYSTEMS Edited Vania V. Estrela
https://www.taylorfrancis.com/books/edit/10.1201/9781003196822/intelligent-healthcare-systems-vania-estrela?refId=ef5dceb5-7794-499c-9ce8-e906c8a70a93&context=ubx
Medical cyber-physical systems, image processing, microscopy, security, biomedical imaging, multi-modal sensing, automation, robotics, network layers, software design, and biometrics for high computational load (CL) are shown. The book addresses the dimensionality problem caused by balancing data collection, image modalities, resolutions, representations, subspace decompositions, compressed sensing, and communications constraints. AI, i.e., metaheuristics and deep learning (DL), may boost innovative, super- and multi-resolution designs and spur research and applications in many domains from researchers, technology experts, academia, and students. AI and smart design can solve complicated health issues and aim at new studies, broadening healthcare systems’ applications with the additional help of nanotechnology.
TABLE OF CONTENTS
Part I - Intelligence Meanings and Roles in Healthcare: Introductory Aspects,
Chapter 1, Introduction to Intelligent Healthcare in a Post-Pandemic World,
Vania V. Estrela, Asif Ali Laghari, Ricardo T. Lopes, Abdullah Ayub Khan, Shoulin Yin, Anand Deshpande,
Chapter 2, The Building Blocks of Health 4.0 – Internet of Things, Big Data with Cloud and Fog Computing, Vania V. Estrela, Anand Deshpande, Ricardo T. Lopes, Aline C. Intorne, Dalmo Stutz, Luciana P. Oliveira,
Chapter 3, Internet of Medical Things (IoMT) Layers for Medical Cyber-Physical Systems, Vania V. Estrela, Awais Khan Jumani, Asif Ali Laghari, Rashid Ali Laghari, Abdullah Ayub Khan, Maria A. de Jesus, Robert Sroufer, Ricardo T. Lopes,
Chapter 4, Ad Hoc Networks in Healthcare Intelligent Transportation Systems Humanitary Relief – MANETs, VANETs, and FANETs, Vania V. Estrela, Anand Deshpande, Dalmo Stutz, Joaquim T. de Assis, Awais Khan Jumani, Abdullah Ayub Khan, Fuqian Shi, Shoulin Yin, Yu-Da Lin,
Chapter 5, Scale and Resolution Issues regarding Medical Images: Challenges Ahead, Vania V. Estrela, Anand Deshpande, Ricardo T. Lopes, Shoulin Yin, Abdullah Ayub Khan, Jenice Aroma, Kumudha Raimond, Robert Sroufer, Yu-Da Lin,
Chapter 6, Some Issues Regarding Content-Based Image Retrieval (CBIR) for Remote Healthcare Theradiagnosis, Vania V. Estrela, Abdullah Ayub Khan, Aftab Ahmed Shaikh, Asif Ali Laghari, Mazhar Ali Dootio, Mudassir Hussain, Awais Khan Jumani, Rukhsar Ayub,
Chapter 7, Blockchain Technology Enabling Better Services in the Healthcare Domain, Vania V. Estrela, Maria A. de Jesus, Aline C. Intorne, Kate K.S. Batista, Anand Deshpande, Fuqian Shi, Abdullah Ayub Khan, Luciana P. Oliveira,
Chapter 8, 6G in Healthcare – Anticipating Needs and Requirements, Vania V. Estrela, Anand Deshpande, Dalmo Stutz, Joaquim T. de Assis, Asif Ali Laghari, Fuqian Shi, Yu-Da Lin,
Part II - Infrastructural Medical Applications,
Chapter 9, Remote Sensing Applications in Disease Mapping and Public Health Analysis, Vania V. Estrela, Jenice Aroma, Robert Sroufer, Kumudha Raimond, Aline C. Intorne, Anand Deshpande, Asif Ali Laghari, Luciana P. Oliveira,
Chapter 10, On DICOM, HEVC and 3D Medical Image Compression for Volumetric Theragnostics Vania V. Estrela, Anand Deshpande, Ricardo T. Lopes, Shoulin Yin, Nikolaos Andreopoulos, Andrey Terziev, Asif Ali Laghari,
Chapter 11, Deep Learning as a Driving Force for Better Drug Development, Vania V. Estrela, Khuda Bukhsh, M. Malook Rind, Sarmad Shaikh, Abdullah Ayub Khan, Asif Ali Laghari, Anand Deshpande, Nikolaos Andreopoulos, Andrey Terziev,
Chapter 12, In-Body Devices and Sensors Communication – How Implantables, Ingestibles, and Injectables Interact with the Internet, Vania V. Estrela, Edwiges G.H. Grata, Anand Deshpande, Robert Sroufer, Ricardo T. Lopes, Fuqian Shi, Khuda Bukhsh, M. Malook Rind, Sarmad Shaikh,
Chapter 13, Nanotechnology, Internet of Nanothings and Nanorobotics in Healthcare - Nano for All, Vania V. Estrela, Aline C. Intorne, Kate K.S. Batista, Anand Deshpande, Robert Sroufer, Ricardo T. Lopes, Fuqian Shi, Shoulin Yin, Yu-Da Lin,
Chapter 14, Digital Twin Framework for Intelligent Healthcare Facilities through ISO/IEEE 11073, Vania V. Estrela, Anand Deshpande, Robert Sroufer, Ricardo T. Lopes, Edwiges G.H. Grata, Nikolaos Andreopoulos, Andrey Terziev, Asif Ali Laghari,
Part III - Advanced Applications Using AI,
Chapter 15, Medical Visual Theragnostic Systems Using Artificial Intelligence (AI) – Principles and Perspectives, Vania V. Estrela, Maria A. de Jesus, Aline C. Intorne, Kate K.S. Batista, Anand Deshpande, Fuqian Shi, Asif Ali Laghari, Abdullah Ayub Khan, Luciana P. Oliveira,
Chapter 16, Metaheuristics Applied to Pathology Image Analysis, Vania V. Estrela, Aline C. Intorne, Kate K.S. Batista, Anand Deshpande, Jenice Aroma, Kumudha Raimond, Fuqian Shi, Asif Ali Laghari, Yu-Da Lin,
Chapter 17, Super-resolution Image Processing for Hemoglobin Quantification: A Case Study, A.A. Khurshid, Soni Chaturvedi, Boudjelal Meftah,
Chapter 18, BrATCat: Data Augmentation of MRI Scans via Image-to-Image Translation Using CycleGAN Followed Pre-Trained Model Categorization, Preet Sanghavi, Shrey Dedhia, Siddharth Salvi, Kriti Srivastava,
Chapter 101, Conclusion, Vania V. Estrela.
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