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_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. |
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300 |
_aXIV, 376 p. 101 illus., 87 illus. in color. _bonline resource. |
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_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. _94729 |
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650 | 0 |
_aArtificial intelligence. _93407 |
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650 | 0 |
_aComputer engineering. _910164 |
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650 | 0 |
_aComputer networks . _931572 |
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650 | 0 |
_aApplication software. _9165924 |
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650 | 0 |
_aImage processing _xDigital techniques. _94145 |
|
650 | 0 |
_aComputer vision. _9165925 |
|
650 | 0 |
_aData structures (Computer science). _98188 |
|
650 | 0 |
_aInformation theory. _914256 |
|
650 | 1 | 4 |
_aHealth Informatics. _931799 |
650 | 2 | 4 |
_aArtificial Intelligence. _93407 |
650 | 2 | 4 |
_aComputer Engineering and Networks. _9165926 |
650 | 2 | 4 |
_aComputer and Information Systems Applications. _9165927 |
650 | 2 | 4 |
_aComputer Imaging, Vision, Pattern Recognition and Graphics. _931569 |
650 | 2 | 4 |
_aData Structures and Information Theory. _931923 |
700 | 1 |
_aLi, Yan. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9165928 |
|
700 | 1 |
_aHuang, Zhisheng. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9165929 |
|
700 | 1 |
_aSharma, Manik. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9165930 |
|
700 | 1 |
_aChen, Lu. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9165931 |
|
700 | 1 |
_aZhou, Rui. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9165932 |
|
710 | 2 |
_aSpringerLink (Online service) _9165933 |
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_iPrinted edition: _z9789819971077 |
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