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Health Information Science

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Cover of 'Health Information Science'

Table of Contents

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    Book Overview
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    Chapter 1 Detection of Depression and Its Likelihood in Children and Adolescents: Evidence from a 15-Years Study
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    Chapter 2 A Combined Attribute Extraction Method for Detecting Postpartum Depression Using Social Media
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    Chapter 3 Network Analysis of Relationships and Change Patterns in Depression and Multiple Chronic Diseases Based on the China Health and Retirement Longitudinal Study
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    Chapter 4 Exploring Etiology of Nonsuicidal Self-injury by Using Knowledge Graph Approach
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    Chapter 5 A Question and Answering System for Mental Health of the Elderly Based on BiLSTM-CRF Model and Knowledge Graph
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    Chapter 6 Australia’s Notifiable Data Breach Scheme: An Analysis of Risk Management Findings for Healthcare
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    Chapter 7 Analysis and Protection of Public Medical Dataset: From Privacy Perspective
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    Chapter 8 Enhancing Health Information Systems Security: An Ontology Model Approach
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    Chapter 9 Developing a Comprehensive Risk Management Framework for E-Health Care Delivery
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    Chapter 10 Knowledge-Based Nonlinear to Linear Dataset Transformation for Chronic Illness Classification
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    Chapter 11 A Robust Approach for Parkinson Disease Detection from Voice Signal
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    Chapter 12 Analysis on Association Between Vascular Risk Factors and Lifestyle Factors with the Risk of Dementia/Alzheimer’s Disease Using Medical Ontologies
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    Chapter 13 Unveiling the Pandemic’s Impact: A Dataset for Probing COVID-19’s Effects on E-Learning Activities and Academic Performance
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    Chapter 14 Understanding the Influence of Multiple Factors on the Spread of Omicron Variant Strains via the Multivariate Regression Method
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    Chapter 15 Analyzing the Impact of COVID-19 on Education: A Comparative Study Based on TOEFL Test Results
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    Chapter 16 BiblioEngine: An AI-Empowered Platform for Disease Genetic Knowledge Mining
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    Chapter 17 Enhancing Clustering Performance in Sepsis Time Series Data Using Gravity Field
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    Chapter 18 Multi-modal Medical Data Exploration Based on Data Lake
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    Chapter 19 Multi-model Transfer Learning and Genotypic Analysis for Seizure Type Classification
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    Chapter 20 Requirement Survey in Thai Clinician for Designing Digital Solution of Pain Assessment
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    Chapter 21 A Comprehensive Approach for Enhancing Motor Imagery EEG Classification in BCI’s
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    Chapter 22 Image Recognition of Chicken Diseases Based on Improved Residual Networks
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    Chapter 23 An Adaptive Feature Fusion Network for Alzheimer’s Disease Prediction
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    Chapter 24 A Review on Predicting Drug Target Interactions Based on Machine Learning
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    Chapter 25 KNN-Based Patient Network and Ensemble Machine Learning for Disease Prediction
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    Chapter 26 Optimizing the Size of Peritumoral Region for Assessing Non-Small Cell Lung Cancer Heterogeneity Using Radiomics
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    Chapter 27 Multi-dimensional Complex Query Optimization for Disease-Specific Data Exploration Based on Data Lake
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    Chapter 28 Analyzing Health Risks Resulting from Unplanned Land Use Plan and Structure: A Case Study in Historic Old Dhaka
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    Chapter 29 Home Self-medication Question-Answering System for the Elderly Based on Seq2Seq Model and Knowledge Graph Technology
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    Chapter 30 Constructing Multi-constrained Cognitive Diagnostic Tests: An Improved Ant Colony Optimization Algorithm
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    Chapter 31 Health Informatics and Patient Safety in Pharmacotherapy
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Title
Health Information Science
Published by
Springer Nature Singapore, November 2023
DOI 10.1007/978-981-99-7108-4
ISBNs
978-9-81-997107-7, 978-9-81-997108-4
Editors

Li, Yan, Huang, Zhisheng, Sharma, Manik, Chen, Lu, Zhou, Rui

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