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245 1 0 _aHealth Information Science
_h[electronic resource] :
_b12th International Conference, HIS 2023, Melbourne, VIC, Australia, October 23–24, 2023, Proceedings /
_cedited by Yan Li, Zhisheng Huang, Manik Sharma, Lu Chen, Rui Zhou.
250 _a1st ed. 2023.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2023.
300 _aXIV, 376 p. 101 illus., 87 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
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347 _atext file
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490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v14305
505 0 _aDepression & 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.
520 _aThis book constitutes the refereed proceedings of the 12th International Conference on Health Information Science, HIS 2023, held in Melbourne, VIC, Australia, during October 23–24, 2023. The 20 full papers and 9 short papers included in this book were carefully reviewed and selected from 54 submissions. They were organized in topical sections as follows: Depression & Mental Health, Data Security, Privacy & Healthcare Systems, Neurological & Cognitive Disease Studies, COVID-19 Impact Studies, Advanced Medical Data & AI Techniques, Predictive Analysis & Disease Recognition, Medical Imaging & Dataset Exploration, Elderly Care and Knowledge Systems.
650 0 _aMedical informatics.
650 0 _aArtificial intelligence.
650 0 _aComputer engineering.
650 0 _aComputer networks .
650 0 _aApplication software.
650 0 _aImage processing
_xDigital techniques.
650 0 _aComputer vision.
650 0 _aData structures (Computer science).
650 0 _aInformation theory.
650 1 4 _aHealth Informatics.
650 2 4 _aArtificial Intelligence.
650 2 4 _aComputer Engineering and Networks.
650 2 4 _aComputer and Information Systems Applications.
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
650 2 4 _aData Structures and Information Theory.
700 1 _aLi, Yan.
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700 1 _aHuang, Zhisheng.
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700 1 _aSharma, Manik.
_eeditor.
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700 1 _aChen, Lu.
_eeditor.
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700 1 _aZhou, Rui.
_eeditor.
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830 0 _aLecture Notes in Computer Science,
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856 4 0 _uhttps://doi.org/10.1007/978-981-99-7108-4
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