001482408 000__ 06133cam\\22006737a\4500
001482408 001__ 1482408
001482408 003__ OCoLC
001482408 005__ 20231128003335.0
001482408 006__ m\\\\\o\\d\\\\\\\\
001482408 007__ cr\un\nnnunnun
001482408 008__ 231014s2023\\\\si\\\\\\o\\\\\101\0\eng\d
001482408 019__ $$a1402244546
001482408 020__ $$a9789819971084$$q(electronic bk.)
001482408 020__ $$a981997108X$$q(electronic bk.)
001482408 020__ $$z9819971071
001482408 020__ $$z9789819971077
001482408 0247_ $$a10.1007/978-981-99-7108-4$$2doi
001482408 035__ $$aSP(OCoLC)1402819665
001482408 040__ $$aEBLCP$$beng$$cEBLCP$$dGW5XE$$dYDX$$dEBLCP$$dYDX$$dOCLCO$$dOCLCF
001482408 049__ $$aISEA
001482408 050_4 $$aR858.A2$$bH57 2023
001482408 08204 $$a610.285$$223/eng/20231023
001482408 1112_ $$aHIS (Conference)$$n(12th :$$d2023 :$$cMelbourne, Vic.)
001482408 24510 $$aHealth information science :$$b12th International Conference, HIS 2023, Melbourne, VIC, Australia, October 23-24, 2023, Proceedings /$$cYan Li, Zhisheng Huang, Manik Sharma, Lu Chen, Rui Zhou, editors.
001482408 2463_ $$aHIS 2023
001482408 260__ $$aSingapore :$$bSpringer,$$c2023.
001482408 300__ $$a1 online resource (379 p.).
001482408 4901_ $$aLecture Notes in Computer Science ;$$v14305
001482408 500__ $$aEnhancing Health Information Systems Security: An Ontology Model Approach
001482408 500__ $$aIncludes author index.
001482408 5050_ $$aIntro -- Preface -- Organization -- Contents -- Depression and Mental Health -- Detection of Depression and Its Likelihood in Children and Adolescents: Evidence from a 15-Years Study -- 1 Introduction -- 2 Methodology -- 2.1 Data Processing -- 2.2 Case Selection -- 2.3 Machine Learning Based Process -- 3 Experiments -- 3.1 Dataset -- 3.2 Sample -- 3.3 Result and Analysis -- 4 Discussion -- 5 Conclusion -- References -- A Combined Attribute Extraction Method for Detecting Postpartum Depression Using Social Media -- 1 Introduction -- 2 Materials -- 3 Methods -- 3.1 Data Pre-processing
001482408 5058_ $$a3.2 Attributes Extraction -- 3.3 Text Classification Techniques -- 4 Experimental Results -- 4.1 Attributes Analysis of Various Methods -- 4.2 Classification Results -- 5 Conclusion and Future Work -- References -- Network Analysis of Relationships and Change Patterns in Depression and Multiple Chronic Diseases Based on the China Health and Retirement Longitudinal Study -- 1 Introduction -- 2 Methods -- 2.1 Study Population and Measurements -- 2.2 Statistical Analyses -- 3 Results -- 3.1 Characteristics of the Study Population -- 3.2 Depression, Chronic Diseases Network
001482408 5058_ $$a3.3 Network Stability and Accuracy -- 3.4 Network Comparisons Test (NCT) -- 4 Discussion -- References -- Exploring Etiology of Nonsuicidal Self-injury by Using Knowledge Graph Approach -- 1 Introduction -- 2 Knowledge Graphs -- 3 Knowledge Graphs of NSSI -- 4 Case Study: Semantic Analysis on the Etiology of NSSI Related with Mental States -- 5 Discussion and Conclusion -- 5.1 Discussion -- 5.2 Future Work and Conclusions -- References -- A Question and Answering System for Mental Health of the Elderly Based on BiLSTM-CRF Model and Knowledge Graph -- 1 Introduction
001482408 5058_ $$a2 Data Resources and Data Processing -- 2.1 Data Resources -- 2.2 Data Processing -- 3 Research Methods -- 3.1 The Elderly Mental Health Question and Answering System -- 3.2 Named-Entity Recognition -- 3.3 BiLSTM-CRF Model -- 3.4 Answer Matching -- 4 Experimental Results Display and Analysis -- 4.1 Experimental Setup -- 4.2 Implementation and Verification of Question and Answering System -- 5 Conclusion -- References -- Data Security, Privacy and Healthcare Systems -- Australia's Notifiable Data Breach Scheme: An Analysis of Risk Management Findings for Healthcare -- 1 Introduction -- 2 Methods
001482408 5058_ $$a2.1 Descriptive Statistics for High Level Data Breach Causes -- 2.2 Descriptive Statistics for Detailed Data Breach Causes -- 2.3 Pareto Analysis -- 2.4 Correlation of Data Breach Causes -- 3 Principal Results -- 4 Discussion -- 4.1 Limitations and Future Work -- 5 Conclusions -- References -- Analysis and Protection of Public Medical Dataset: From Privacy Perspective -- 1 Introduction -- 2 Method -- 2.1 Anonymization Approaches in Medical Data -- 2.2 Differential Privacy in Medical Data -- 3 Analysis -- 3.1 Improving k and l -- 4 Conclusion -- References
001482408 506__ $$aAccess limited to authorized users.
001482408 520__ $$aThis book constitutes the refereed proceedings of the 12th International Conference on Health Information Science, HIS 2023, held in Melbourne, VIC, Australia, during October 2324, 2023. The 20 full papers and 9 short papers included in this book were carefully reviewed and selected from 54 submissions. They were organized in topical sections as follows: Depression & Mental Health, Data Security, Privacy & Healthcare Systems, Neurological & Cognitive Disease Studies, COVID-19 Impact Studies, Advanced Medical Data & AI Techniques, Predictive Analysis & Disease Recognition, Medical Imaging & Dataset Exploration, Elderly Care and Knowledge Systems.
001482408 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed October 23, 2023).
001482408 650_6 $$aMédecine$$xInformatique$$vCongrès.
001482408 650_6 $$aDossiers médicaux$$xInformatique$$vCongrès.
001482408 650_0 $$aMedical informatics$$vCongresses.$$zUnited States$$0(DLC)sh2010101250
001482408 650_0 $$aMedical records$$xData processing$$vCongresses.
001482408 655_0 $$aElectronic books.
001482408 655_7 $$aConference papers and proceedings.$$2fast$$0(OCoLC)fst01423772
001482408 7001_ $$aLi, Yan.
001482408 7001_ $$aHuang, Zhisheng$$c(Computer scientist)
001482408 7001_ $$aSharma, Manik.
001482408 7001_ $$aChen, Lu.$$0(OCoLC)oca04077688
001482408 7001_ $$aZhou, Rui.
001482408 77608 $$iPrint version:$$aLi, Yan$$tHealth Information Science$$dSingapore : Springer,c2023$$z9789819971077
001482408 830_0 $$aLecture notes in computer science ;$$v14305.
001482408 852__ $$bebk
001482408 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-981-99-7108-4$$zOnline Access$$91397441.1
001482408 909CO $$ooai:library.usi.edu:1482408$$pGLOBAL_SET
001482408 980__ $$aBIB
001482408 980__ $$aEBOOK
001482408 982__ $$aEbook
001482408 983__ $$aOnline
001482408 994__ $$a92$$bISE