Health Information Science: 12th International Conference, HIS 2023, Melbourne, VIC, Australia, October 2324, 2023, Proceedings 1st ed. 2023 [Pehme köide]

Depression & Mental Health.- Detection of depression and its likelihood
in children and adolescents: Evidence from a 15-years study.- A combined
attribute extraction method for detecting Postpartum Depression using Social
Media.- Network Analysis of Relationships and Change Patterns in
Depression and Multiple Chronic Diseases based on the China Health
and Retirement Longitudinal Study.- Exploring Etiology of Nonsuicidal
Self-Injury by Using Knowledge Graph Approach.- A Question and Answering
System for Mental Health of the ElderlyBased on BiLSTM-CRF Model and
Knowledge Graph.- Data Security, Privacy & Healthcare Systems.- Australia's
Notifiable Data Breach scheme: An analysis of risk management findings for
healthcare.- Analysis and Protection of Public Medical Dataset: from Privacy
Perspective.- Enhancing Health Information Systems Security: An Ontology
Model Approach.- Developing a Risk Management Framework for E-health Care
Delivery.- Neurological & Cognitive Disease Studies.- Knowledge-Based
Nonlinear to Linear Dataset Transformation for Chronic Illness
Classification.- A Robust Approach for Parkinson Disease Detection from Voice
Signal.- Analysis on Association between Vascular Risk Factors and
Lifestyle Factors with the risk of Dementia/Alzheimer's Disease using
Medical Ontologies.- COVID-19 Impact Studies.- Unveiling the Pandemic's
Impact: A Dataset for Probing COVID-19's Effects on E-Learning Activities and
Academic Performance.- Understanding the influence of multiple factors on the
spread of Omicron variant strains via the Multivariate Regression
Method.- Analyzing the Impact of COVID-19 on Education: A Comparative Study
Based on TOEFL Test Results.- Advanced Medical Data & AI
Techniques.- BiblioEngine: An AI-empowered Platform for Disease
Genetic Knowledge Mining.- Enhancing Clustering Performance in Sepsis Time
Series Data Using Gravity Field.- Multi-modal Medical Data Exploration Based
on Data Lake.- Multi-model Transfer Learning and Genotypic Analysis for
Seizure Type Classification.- Requirement survey in Thai clinician for
designing digital solution of pain assessment.- Predictive Analysis & Disease
Recognition.- A Comprehensive Approach for Enhancing Motor Imagery
EEG Classification in BCI's.- Image Recognition of Chicken Diseases Based on
Improved Residual Networks.- An Adaptive Feature Fusion Network for
Alzheimer's Disease Prediction.- A Review on Predicting Drug Target
Interactions Based on Machine Learning.- KNN-Based Patient Network and
Ensemble Machine Learning for Disease Prediction.- Medical Imaging & Dataset
Exploration.- Optimizing the Size of Peritumoral Region for Assessing
Non-Small Cell Lung Cancer Heterogeneity Using Radiomics.- Multi-dimensional
Complex Query Optimization for Disease-specific Data Exploration Based on
Data Lake.- Analyzing Health Risks Resulting from Unplanned Land Use Plan
and Structure: A Case Study in Historic Old Dhaka.- Elderly Care & Knowledge
Systems.- Home Self-medication Question-Answering System for the
Elderly Based on Seq2Seq Model and Knowledge Graph Technology.- Constructing
Multi-Constrained Cognitive Diagnostic Test: An Improved Ant Colony
Optimization Algorithm.- Enhancing Patient Safety in Pharmacotherapy.