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Intelligent Healthcare Systems
Estrela, Vania Vieira ; ESTRELA, VANIA ; Estrela, V. V. ; Estrela, Vania V.
figshare 2024
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Título:
Intelligent Healthcare Systems
Autor:
Estrela, Vania Vieira
;
ESTRELA, VANIA
;
Estrela, V. V.
;
Estrela, Vania V.
Assuntos:
Accessible computing
;
Active sensing
;
Adversarial machine learning
;
Affective computing
;
Aged health care
;
Analog electronics and interfaces
;
Antennas and propagation
;
Applications in health
;
Applied sociology, program evaluation and social impact assessment
;
Artificial life and complex adaptive systems
;
Assistive robots and technology
;
Audio processing
;
Automation engineering
;
Autonomous agents and multiagent systems
;
Autonomous vehicle systems
;
Avionics
;
Behavioural ecology
;
Bioinformatic methods development
;
Biological network analysis
;
Biomechatronics
;
Biomedical imaging
;
Biomedical instrumentation
;
Bioprocessing, bioproduction and bioproducts
;
Cartography and digital mapping
;
Circuits and systems
;
Citizenship
;
Clinical pharmacology and therapeutics
;
Clinical social work practice
;
Cloud computing
;
Coding, information theory and compression
;
Collaborative and social computing
;
Communications and media policy
;
Community child health
;
Computational imaging
;
Computational neuroscience (incl. mathematical neuroscience and theoretical neuroscience)
;
Computational physiology
;
Computer aided design
;
Computer graphics
;
Computer vision
;
Computing education
;
Context learning
;
Control engineering
;
Counselling, wellbeing and community services
;
Cryptography
;
Cyberphysical systems and internet of things
;
Data and information privacy
;
Data communications
;
Data mining and knowledge discovery
;
Data models, storage and indexing
;
Data security and protection
;
Database systems
;
Decision support and group support systems
;
Deep learning
;
Dependable systems
;
Digital curation and preservation
;
Digital electronic devices
;
Digital forensics
;
Digital health
;
Digital processor architectures
;
Disease surveillance
;
Distributed systems and algorithms
;
Electrical circuits and systems
;
Electrical energy generation (incl. renewables, excl. photovoltaics)
;
Electrical energy transmission, networks and systems
;
Electronic device and system performance evaluation, testing and simulation
;
Electronic instrumentation
;
Electronic sensors
;
Energy-efficient computing
;
Entertainment and gaming
;
Environment policy
;
Environmental epidemiology
;
Epidemiological methods
;
Epidemiological modelling
;
Evolutionary computation
;
Fairness, accountability, transparency, trust and ethics of computer systems
;
Family care
;
Field robotics
;
Forensic epidemiology
;
Fuzzy computation
;
Geospatial information systems and geospatial data modelling
;
Graph, social and multimedia data
;
Hardware security
;
Health and community services
;
Health care administration
;
Health counselling
;
Health informatics and information systems
;
Health management
;
Health policy
;
Health promotion
;
Health surveillance
;
Health systems
;
High performance computing
;
Housing policy
;
Human information behaviour
;
Human information interaction and retrieval
;
Human-computer interaction
;
Image and video coding
;
Image processing
;
Implementation science and evaluation
;
Industrial biotechnology diagnostics (incl. biosensors)
;
Information extraction and fusion
;
Information modelling, management and ontologies
;
Information retrieval and web search
;
Information security management
;
Information systems development methodologies and practice
;
Information systems education
;
Information systems for sustainable development and the public good
;
Information systems organisation and management
;
Information systems philosophy, research methods and theory
;
Information systems user experience design and development
;
Information visualisation
;
Injury prevention
;
Intelligent robotics
;
Inter-organisational, extra-organisational and global information systems
;
Interactive narrative
;
Knowledge and information management
;
Knowledge representation and reasoning
;
Major global burdens of disease
;
Manufacturing robotics
;
Mechatronics hardware design and architecture
;
Medical biotechnology diagnostics (incl. biosensors)
;
Medical devices
;
Medical molecular engineering of nucleic acids and proteins
;
Medical robotics
;
Mental health services
;
Micro- and nanosystems
;
Micro-manipulation
;
Microelectronics
;
Mixed initiative and human-in-the-loop
;
Mobile computing
;
Modelling and simulation
;
Molecular and organic electronics
;
Molecular, biological, and multi-scale communications
;
Multimodal analysis and synthesis
;
Nanobiotechnology
;
Nanoelectromechanical systems
;
Nanoelectronics
;
Nanofabrication, growth and self assembly
;
Nanomanufacturing
;
Nanomaterials
;
Nanomedicine
;
Nanotoxicology, health and safety
;
Natural language processing
;
Network engineering
;
Networking and communications
;
Neural engineering
;
Neural networks
;
Occupational epidemiology
;
Organisation of information and knowledge resources
;
Orthoptics
;
Palliative care
;
Patient safety
;
Pattern recognition
;
People with disability
;
Pervasive computing
;
Pharmaceutical delivery technologies
;
Photogrammetry and remote sensing
;
Photonic and electro-optical devices, sensors and systems (excl. communications)
;
Physiotherapy
;
Planning and decision making
;
Population ecology
;
Population trends and policies
;
Preventative health care
;
Primary health care
;
Prosthetics and orthotics
;
Public administration
;
Public policy
;
Query processing and optimisation
;
Radio frequency engineering
;
Receptors and membrane biology
;
Recommender systems
;
Recordkeeping informatics
;
Rehabilitation
;
Rehabilitation engineering
;
Reinforcement learning
;
Research, science and technology policy
;
Residential client care
;
Risk policy
;
Rural and remote health services
;
Rural sociology
;
Satellite communications
;
Satellite, space vehicle and missile design and testing
;
Satellite-based positioning
;
Satisfiability and optimisation
;
Semi- and unsupervised learning
;
Sensory systems
;
Service oriented computing
;
Signal processing
;
Signal transduction
;
Simulation, modelling, and programming of mechatronics systems
;
Social and community informatics
;
Social determinants of health
;
Social epidemiology
;
Social policy
;
Social program evaluation
;
Social robotics
;
Sociology of health
;
Software and application security
;
Software quality, processes and metrics
;
Software testing, verification and validation
;
Spatial data and applications
;
Speech production
;
Speech recognition
;
Stream and sensor data
;
Surveying (incl. hydrographic surveying)
;
Synthetic biology
;
System and network security
;
Systems biology
;
Terrestrial ecology
;
Tissue engineering
;
Tourism policy
;
Translational and applied bioinformatics
;
Urban policy
;
Video processing
;
Virtual and mixed reality
;
Wearable materials
;
Wireless communication systems and technologies (incl. microwave and millimetrewave)
Descrição:
Book: INTELLIGENT HEALTHCARE SYSTEMS Edited Vania V. Estrelahttps://www.taylorfrancis.com/books/edit/10.1201/9781003196822/intelligent-healthcare-systems-vania-estrela?refId=ef5dceb5-7794-499c-9ce8-e906c8a70a93&context=ubxMedical 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 CONTENTSPart 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.
Editor:
figshare
Data de criação/publicação:
2024
Idioma:
Inglês
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