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Innovative Systems for Intelligent Health Informatics

Data Science, Health Informatics, Intelligent Systems, Smart Computing

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Faisal Saeed

    1. College of Computer Science and Engineering, Taibah University, Medina, Saudi Arabia

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  2. Fathey Mohammed

    1. School of Computing, Information Systems Department, Universiti Utara Malaysia, Sintok, Malaysia

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    You can also search for this editor in PubMed   Google Scholar

  3. Abdulaziz Al-Nahari

    1. Sanaa’a Community College, Sana'a, Yemen

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  • Focuses on recent topics in data science, health informatics, intelligent systems, and smart computing
  • Includes the outcomes of the 5th International Conference of Reliable Information and Communication Technology (IRICT 2020), held in Langkawi, Malaysia, on December 21–22, 2020
  • Presents emerging trends in intelligent computing and informatics

Part of the book series: Lecture Notes on Data Engineering and Communications Technologies (LNDECT, volume 72)

Included in the following conference series:

Conference proceedings info: IRICT 2020.

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Table of contents (111 papers)

  1. Front Matter

    Pages i-xxiii
    Download chapter PDF

  2. Intelligent Health Informatics

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Comparative Study of SMOTE and Bootstrapping Performance Based on Predication Methods

      • Abdulaziz Aborujilah, Rasheed Mohammad Nassr, Tawfik Al-Hadhrami, Mohd Nizam Husen, Nor Azlina Ali, Abdulaleem Al- Othmani et al.
      Pages 3-9

    3. UPLX: Blockchain Platform for Integrated Health Data Management

      • Omar Musa, Lim Shu Yun, Reza Ismail
      Pages 10-18

    4. Convolutional Neural Networks for Automatic Detection of Colon Adenocarcinoma Based on Histopathological Images

      • Yakoop Qasim, Habeb Al-Sameai, Osamah Ali, Abdulelah Hassan
      Pages 19-28

    5. Intelligent Health Informatics with Personalisation in Weather-Based Healthcare Using Machine Learning

      • Radiah Haque, Sin-Ban Ho, Ian Chai, Chin-Wei Teoh, Adina Abdullah, Chuie-Hong Tan et al.
      Pages 29-40

    6. A CNN-Based Model for Early Melanoma Detection

      • Amer Sallam, Abdulfattah E. Ba Alawi, Ahmed Y. A. Saeed
      Pages 41-51

    7. SMARTS D4D Application Module for Dietary Adherence Self-monitoring Among Hemodialysis Patients

      • Hafzan Yusoff, Nur Intan Raihana Ruhaiyem, Mohd Hakim Zakaria
      Pages 52-60

    8. Improved Multi-label Medical Text Classification Using Features Cooperation

      • Rim Chaib, Nabiha Azizi, Nawel Zemmal, Didier Schwab, Samir Brahim Belhaouari
      Pages 61-71

    9. Image Modeling Through Augmented Reality for Skin Allergies Recognition

      • Nur Intan Raihana Ruhaiyem, Nur Amalina Mazlan
      Pages 72-79

    10. Hybridisation of Optimised Support Vector Machine and Artificial Neural Network for Diabetic Retinopathy Classification

      • Nur Izzati Ab Kader, Umi Kalsom Yusof, Maziani Sabudin
      Pages 80-90

    11. A Habit-Change Support Web-Based System with Big Data Analytical Features for Hospitals (Doctive)

      • Cheryll Anne Augustine, Pantea Keikhosrokiani
      Pages 91-101

    12. An Architecture for Intelligent Diagnosing Diabetic Types and Complications Based on Symptoms

      • Gunasekar Thangarasu, P. D. D. Dominic, Kayalvizhi Subramanian
      Pages 102-110

    13. An Advanced Encryption Cryptographically-Based Securing Applicative Protocols MQTT and CoAP to Optimize Medical-IOT Supervising Platforms

      • Sanaa El Aidi, Abderrahim Bajit, Anass Barodi, Habiba Chaoui, Ahmed Tamtaoui
      Pages 111-121

    14. Pulmonary Nodule Classification Based on Three Convolutional Neural Networks Models

      • Enoumayri Elhoussaine, Belaqziz Salwa
      Pages 122-128

    15. A Comparative Study on Liver Tumor Detection Using CT Images

      • Abdulfattah E. Ba Alawi, Ahmed Y. A. Saeed, Borhan M. N. Radman, Burhan T. Alzekri
      Pages 129-137

    16. Brain Tumor Diagnosis System Based on RM Images: A Comparative Study

      • Ahmed Y. A. Saeed, Abdulfattah E. Ba Alawi, Borhan M. N. Radman
      Pages 138-147

    17. Diagnosis of COVID-19 Disease Using Convolutional Neural Network Models Based Transfer Learning

      • Hicham Moujahid, Bouchaib Cherradi, Mohammed Al-Sarem, Lhoussain Bahatti
      Pages 148-159

    18. Early Diagnosos of Parkinson’s Using Dimensionality Reduction Techniques

      • Tariq Saeed Mian
      Pages 160-175

    19. Detection of Cardiovascular Disease Using Ensemble Machine Learning Techniques

      • Fizza Kashif, Umi Kalsom Yusof
      Pages 176-185
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  1. Innovative Systems for Intelligent Health Informatics

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About this book

This book presents the papers included in the proceedings of the 5th International Conference of Reliable Information and Communication Technology 2020 (IRICT 2020) that was held virtually on December 21–22, 2020. The main theme of the book is “Innovative Systems for Intelligent Health Informatics”. A total of 140 papers were submitted to the conference, but only 111 papers were published in this book. The book presents several hot research topics which include health informatics, bioinformatics, information retrieval, artificial intelligence, soft computing, data science, big data analytics, Internet of things (IoT), intelligent communication systems, information security, information systems, and software engineering. 

Editors and Affiliations

  • College of Computer Science and Engineering, Taibah University, Medina, Saudi Arabia

    Faisal Saeed

  • School of Computing, Information Systems Department, Universiti Utara Malaysia, Sintok, Malaysia

    Fathey Mohammed

  • Sanaa’a Community College, Sana'a, Yemen

    Abdulaziz Al-Nahari

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