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Health Information Science

10th International Conference, HIS 2021, Melbourne, VIC, Australia, October 25–28, 2021, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Siuly Siuly

    1. Victoria University, Footscray, Australia

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  2. Hua Wang

    1. Victoria University, Footscray, Australia

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  3. Lu Chen

    1. Swinburne University of Technology, Melbourne, Australia

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  4. Yanhui Guo

    1. University of Illinois at Springfield, Springfield, USA

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  5. Chunxiao Xing

    1. Tsinghua University, Beijing, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13079)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: HIS 2021.

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Table of contents (23 papers)

  1. Medical Record Mining (I)

    1. Multi-label Anomaly Classification Based on Electrocardiogram

      • Chenyang Li, Le Sun
      Pages 171-178

  2. Medical Data Mining (II)

    1. Front Matter

      Pages 179-179
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    2. Effective Tensor Based PCA Machine Learning Techniques for Glaucoma Detection and ASPP – EffUnet Classification

      • K. Venkatachalam, Nebojsa Bacanin, Enamul Kabir, P. Prabu
      Pages 181-192

    3. DEPRA: An Early Depression Detection Analysis Chatbot

      • Payam Kaywan, Khandakar Ahmed, Yuan Miao, Ayman Ibaida, Bruce Gu
      Pages 193-204

    4. Machine Learning Algorithm for Analysing Infant Mortality in Bangladesh

      • Atikur Rahman, Zakir Hossain, Enamul Kabir, Rumana Rois
      Pages 205-219

  3. Medical Data Processing

    1. Front Matter

      Pages 221-221
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    2. Applications and Challenges of Deep Learning in Computer Vision

      • Chetanpal Singh
      Pages 223-233

    3. Generating Data Models to Manage Individual Information Related to Environmental Risk Factors and Social Determinants of Health

      • Miguel Atienza-Maderuelo, Paloma Collado, Fernando Martin-Sanchez
      Pages 234-244

    4. MKGB: A Medical Knowledge Graph Construction Framework Based on Data Lake and Active Learning

      • Peng Ren, Wei Hou, Ming Sheng, Xin Li, Chao Li, Yong Zhang
      Pages 245-253

    5. HMDFF: A Heterogeneous Medical Data Fusion Framework Supporting Multimodal Query

      • Peng Ren, Weihang Lin, Ye Liang, Ruoyu Wang, Xingyue Liu, Baifu Zuo et al.
      Pages 254-266

  4. Back Matter

    Pages 267-268
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Other volumes

  1. Health Information Science

Keywords

About this book

This book constitutes the proceedings of the 10th International Conference on Health Information Science, HIS 2021, which took place in Melbourne, Australia, in October 2021.

The 16 full papers and 7 short papers presented in this volume were carefully reviewed and selected from 56 submissions. They are organized in topical sections named: COVID-19, EEG data processing, Medical Data Analysis, Medical Record Mining (I), Medical Data Mining (II), Medical Data Processing.

Editors and Affiliations

  • Victoria University, Footscray, Australia

    Siuly Siuly, Hua Wang

  • Swinburne University of Technology, Melbourne, Australia

    Lu Chen

  • University of Illinois at Springfield, Springfield, USA

    Yanhui Guo

  • Tsinghua University, Beijing, China

    Chunxiao Xing

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