Skip to main content
SpringerLink
Log in

Advanced Computational Intelligence in Healthcare-7

Biomedical Informatics

  • Book
  • © 2020

Overview

Editors:
  1. Ilias Maglogiannis

    1. Department of Digital Systems, University of Piraeus, Piraeus, Greece

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Sheryl Brahnam

    1. Computer Information Systems, Missouri State University, Springfield, USA

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Lakhmi C. Jain

    1. School of Electrical and Information Engineering, University of South Australia, Adelaide, Australia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Highlights the latest research in the field of computational intelligence (CI) in electronic health care, especially in the areas of big data analytics
  • Reports on how advanced Human-Machine Interface (HMI) and affective computing are being used in modern electronic healthcare systems
  • Discusses new and emerging topics in for e-health care such as the utilization of Social Media (SM) and visualization analytics
  • Introduces new intelligent paradigms in the security and privacy areas in healthcare

Part of the book series: Studies in Computational Intelligence (SCI, volume 891)

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (9 chapters)

  1. Front Matter

    Pages i-xii
    Download chapter PDF

  2. Human–Machine Interfaces for Motor Rehabilitation

    • Ioannis Kakkos, Stavros-Theofanis Miloulis, Kostakis Gkiatis, Georgios N. Dimitrakopoulos, George K. Matsopoulos
    Pages 1-16

  3. Passive Emotion Recognition Using Smartphone Sensing Data

    • I. P. Kalogirou, A. Kallipolitis, Ilias Maglogiannis
    Pages 17-28

  4. Intelligent and Immersive Visual Analytics of Health Data

    • Zhonglin Qu, Chng Wei Lau, Daniel R. Catchpoole, Simeon Simoff, Quang Vinh Nguyen
    Pages 29-44

  5. Interactive Process Indicators for Obesity Modelling Using Process Mining

    • Zoe Valero-Ramon, Carlos Fernandez-Llatas, Antonio Martinez-Millana, Vicente Traver
    Pages 45-64

  6. Recent Machine Learning Approaches for Single-Cell RNA-seq Data Analysis

    • Aristidis G. Vrahatis, Sotiris K. Tasoulis, Ilias Maglogiannis, Vassilis P. Plagianakos
    Pages 65-79

  7. A Review on State-of-the-Art Computer-Based Approaches for the Early Recognition of Malignant Melanoma

    • Georgia Kontogianni, Ilias Maglogiannis
    Pages 81-101

  8. Cardiovascular Disease Stratification Based on Ultrasound Images of the Carotid Artery

    • Efthyvoulos Kyriacou, Christos Loizou
    Pages 103-119

  9. Forecasting and Prevention Mechanisms Using Social Media in Health Care

    • Paraskevas Koukaras, Dimitrios Rousidis, Christos Tjortjis
    Pages 121-137

  10. Security and Privacy Issues for Intelligent Cloud-Based Health Systems

    • Dimitra Georgiou, Costas Lambrinoudakis
    Pages 139-161
Back to top

Keywords

About this book

This book presents state-of-the-art works and systematic reviews in the emerging field of computational intelligence (CI) in electronic health care. The respective chapters present surveys and practical examples of artificial intelligence applications in the areas of Human-Machine Interface (HMI) and affective computing, machine learning, big health data and visualization analytics, computer vision and medical image analysis. The book also addresses new and emerging topics in CI for health care such as the utilization of Social Media (SM) and the introduction of new intelligent paradigms in the security and privacy domains, which are critical for the health sector. The chapters, while of course not exhaustively addressing all the possible aspects of the aforementioned areas, are indicative of the dynamic nature of interdisciplinary research being pursued. Accordingly, the book is intended not only for researchers in the respective fields, but also for medical and administrative personnel working in the health sector, as well as managers and stakeholders responsible for making strategic decisions and defining public health policies.

Editors and Affiliations

  • Department of Digital Systems, University of Piraeus, Piraeus, Greece

    Ilias Maglogiannis

  • Computer Information Systems, Missouri State University, Springfield, USA

    Sheryl Brahnam

  • School of Electrical and Information Engineering, University of South Australia, Adelaide, Australia

    Lakhmi C. Jain

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation