Health Information Science

Chapter 1 Evidence Extraction to Validate Medical Claims in Fake News Detection

Chapter 2 Detection of Obsessive-Compulsive Disorder in Australian Children and Adolescents Using Machine Learning Methods

Chapter 3 An Anomaly Detection Framework Based on Data Lake for Medical Multivariate Time Series

Chapter 4 Anomaly Detection on Health Data

Chapter 5 DRAM-Net: A Deep Residual Alzheimer’s Diseases and Mild Cognitive Impairment Detection Network Using EEG Data

Chapter 6 An Intelligence Approach for Blood Pressure Estimation from Photoplethysmography Signal

Chapter 7 Tailored Nutrition Service to Reduce the Risk of Chronic Diseases

Chapter 8 Combining Process Mining and Time Series Forecasting to Predict Hospital Bed Occupancy

Chapter 9 HGCL: Heterogeneous Graph Contrastive Learning for Traditional Chinese Medicine Prescription Generation

Chapter 10 Fractional Fourier Transform Aided Computerized Framework for Alcoholism Identification in EEG

Chapter 11 Learning Optimal Treatment Strategies for Sepsis Using Offline Reinforcement Learning in Continuous Space

Chapter 12 MHDML: Construction of a Medical Lakehouse for Multi-source Heterogeneous Data

Chapter 13 A Hybrid Medical Causal Inference Platform Based on Data Lake

Chapter 14 Data Exploration Optimization for Medical Big Data

Chapter 15 Improving Data Analytic Performance in Health Information System with Big Data Technology

Chapter 16 HoloCleanX: A Multi-source Heterogeneous Data Cleaning Solution Based on Lakehouse

Chapter 17 The Construction and Validation of an Automatic Crisis Balance Analysis Model

Chapter 18 Assessing the Utilisation of TELedentistry from Perspectives of Early Career Dental Practitioners - Development of the UTEL Questionnaire

Chapter 19 Genetic Algorithm for Patient Assignment Optimization in Cloud Healthcare System

Chapter 20 Research on the Construction of Psychological Crisis Intervention Strategy Service System

Chapter 21 Towards a Perspective to Analyze Emergent Systems in Health Domain

Chapter 22 Food Recommendation for Mental Health by Using Knowledge Graph Approach

Chapter 23 Medical Knowledge Graph Construction Based on Traceable Conversion

Chapter 24 Automated Knowledge Graph Construction for Healthcare Domain

Chapter 25 Alcoholic EEG Data Classification Using Weighted Graph-Based Technique

Chapter 26 Optical Coherence Tomography Classification Based on Transfer Learning and RA-Attention

Chapter 27 Intelligent Interpretation and Classification of Multivariate Medical Time Series Based on Convolutional Neural Networks

Chapter 28 ECG Signals Classification Model Based on Frequency Domain Features Coupled with Least Square Support Vector Machine (LS-SVM)

Chapter 29 Cluster Analysis of Low-Dimensional Medical Concept Representations from Electronic Health Records