LEADER 06876nam 22008295 450 001 9911003590703321 005 20250515130312.0 010 $a981-9655-97-8 024 7 $a10.1007/978-981-96-5597-7 035 $a(CKB)38815490400041 035 $a(DE-He213)978-981-96-5597-7 035 $a(MiAaPQ)EBC32123029 035 $a(Au-PeEL)EBL32123029 035 $a(OCoLC)1519974865 035 $a(EXLCZ)9938815490400041 100 $a20250515d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aHealth Information Science $e13th International Conference, HIS 2024, Hong Kong, China, December 8?10, 2024, Proceedings /$fedited by Siuly Siuly, Chunxiao Xing, Xiaofan Li, Rui Zhou 205 $a1st ed. 2025. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2025. 215 $a1 online resource (XIII, 340 p. 95 illus., 75 illus. in color.) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v15336 311 08$a981-9655-96-X 327 $aArtificial Intelligence in Enhancing Electronic Health Record Systems: A Comprehensive Survey -- Complex Query Optimization in Sepsis Data Using Learned Index with Data Transformation -- A Novel Feature Selection Framework Based on Large Language Models -- LTGAN: Multi-label Time-series GAN with Constraints for Electronic Health Records Generation -- Multi-condition Join Query Optimization For Disease-specific Data Exploration Based On Data Lake -- Multi-modal Medical Data Management Platform Based on Data Lake -- Comparative Study of Machine Learning Algorithms for IoT Cyber Threat Detection in Healthcare Information Systems -- Myocardial Band Transformer Network for Detecting Myocardial Ischemia in 2D Echocardiography -- Deep Learning-Enabled Electronic Health Records for Accurate Diagnosis of Cardiovascular Diseases: A Retrospective, Prospective, Diagnostic Study -- V-GnNet: Voxel and Graph Node Based Network for Continuously Consistent Artery and Vein Classification in Non-contrast CT Images -- Multilabel Classification for Cancer Subtypes -- TG.Net?A deep learning model combining attention mechanism for effective prediction of multi stages of Chronic Kidney Disease -- A Deep Transfer Learning Approach for Predicting Diabetes Complications Using Genomic Data -- Using machine learning to predict the risk severity of late effects of a childhood rhabdomyosarcoma survivors -- Predicting C-section Outcomes among Bangladeshi Women: A Comparative Study of Machine Learning Techniques -- Exploring Relations between Depression and Cognitive Impairment -- Investigating Roles of Immune Functions in Depression by Using Knowledge Graph Approach -- EEG Sleep Classification Based on Fourier-Bessel Technique Coupled with LS-SVM -- An AI driven framework for EEG based-BCI technology -- Perceptions of Academic Performance and Mental Health Among Pharmacy Students Across Different Learning Modalities -- Epilepsy Detection from Weighted EEG Graph (WEG) using Novel Feature- Normalized Weighted Forgotten Topological Index (NWFT-index) -- Extended Knowledge Graphs of Depression -- IBDR-Net: A Computerized Framework for Irregular Brain Signal Data Recognition -- Physical Human Activity Recognition Based on Spectral Graph Wavelet Transforms Integrated with Machine Learning Model -- Robust Approach for Human Activity Recognition Using Decomposition Technique Based Machine Learning Models -- The Impact of COVID-19 and the Ukrainian war on the share market index for the Australian Financial sector -- The Impact of COVID-19 on Global GMAT Test-Taking Patterns: A Statistical Analysis -- A Geriatric Disease Medical Consultation System Based on Multi-Agent Architecture and Knowledge Graph -- Impact of social media on heart health-related behaviours in health promotion interventions: sentiment analysis of tweets linked to the American Heart Month campaigns. 330 $aThis book LNCS 15336 constitutes the refereed proceedings of the 13th International Conference on Health Information Science, HIS 2024, held in Hong Kong, China, during December 8-10, 2024. The 18 full papers and 11 short papers were carefully reviewed and selected from 59 submissions. The scope of the conference includes: (1) medical/health/biomedicine information resources, such as patient medical records, devices and equipments, software and tools to capture, store, retrieve, process, analyze, and optimize the use of information in the health domain; (2) data management, data mining, and knowledge discovery, all of which play a key role in decision-making, management of public health, examination of standards, privacy and security issues; (3) computer visualization and artificial intelligence for computer-aided diagnosis; (4) development of new architectures and applications for health information systems. . 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v15336 606 $aMedical informatics 606 $aArtificial intelligence 606 $aComputer engineering 606 $aComputer networks 606 $aApplication software 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aData structures (Computer science) 606 $aInformation theory 606 $aHealth Informatics 606 $aArtificial Intelligence 606 $aComputer Engineering and Networks 606 $aComputer and Information Systems Applications 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aData Structures and Information Theory 615 0$aMedical informatics. 615 0$aArtificial intelligence. 615 0$aComputer engineering. 615 0$aComputer networks. 615 0$aApplication software. 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 0$aData structures (Computer science) 615 0$aInformation theory. 615 14$aHealth Informatics. 615 24$aArtificial Intelligence. 615 24$aComputer Engineering and Networks. 615 24$aComputer and Information Systems Applications. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aData Structures and Information Theory. 676 $a610.285 702 $aSiuly$b Siuly$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aXing$b Chunxiao$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLi$b Xiaofan$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aZhou$b Rui$f1953-$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911003590703321 996 $aHealth Information Science$91934688 997 $aUNINA