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245 1 0 _aHealth Information Science
_h[electronic resource] :
_b11th International Conference, HIS 2022, Virtual Event, October 28-30, 2022, Proceedings /
_cedited by Agma Traina, Hua Wang, Yong Zhang, Siuly Siuly, Rui Zhou, Lu Chen.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2022.
300 _aXII, 326 p. 99 illus., 75 illus. in color.
_bonline resource.
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490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v13705
505 0 _aApplications of Health and Medical Data -- Evidence extraction to validate medical claims in fake news detection -- Detection of obsessive-compulsive disorder in Australian children and adolescents using machine learning methods -- An Anomaly Detection Framework Based on Data Lake for Medical Multivariate Time Series -- Anomaly Detection on Health Data -- DRAM-Net: A Deep Residual Alzheimer's Diseases and Mild Cognitive Impairment Detection Network Using EEG Data -- An Intelligence Model for Blood Pressure Estimation from Photoplethysmography Signal -- Tailored Nutrition Service to Reduce the Risk of Chronic Diseases -- Combining Process Mining And Time Series Forecasting To Predict Hospital Bed Occupancy -- HGCL: Heterogeneous Graph Contrastive Learning for Traditional Chinese Medicine Prescription Generation -- Fractional Fourier Transform Aided Computerized Framework for Alcoholism Identification in EEG -- Learning optimal treatment strategies for sepsis usingonline reinforcement learning in continuous space -- Health and Medical Data Processing -- MHDML:Construction of A Medical Lakehouse for Multi-source Heterogeneous Data -- Data Exploration Optimization for Medical Big Data -- Improving Data Analytic Performance in Health Information System with Big Data Technology -- HoloCleanX: A Multi-source Heterogeneous Data Cleaning Solution Based on Lakehouse Platform -- The construction and validation of an automatic crisis balance analysis model -- Assessing the Utilization of TELedentistry from perspectives of early career dental practitioners - development of the UTEL Questionnaire -- Genetic Algorithm for Patient Assignment Optimization in Cloud Healthcare System -- Research on the Crisis Intervention Strategy Service System -- Towards a Perspective to Analyze Emergent Sytems in the Health Domain -- Health and Medical Data Mining via Graph-based Approaches -- Food recommendation for mental health by using knowledge graph approach -- Medical Knowledge Graph Construction Based on Traceable Conversion -- Medical Knowledge Graph Construction Based on Traceable Conversion -- Alcoholic EEG Data Classification Using Weighted Graph Based Technique -- Health and Medical Data Classification -- Optical Coherence Tomography Classification based on Transfer Learning and RA-Attention -- Intelligent Interpretation and Classification of Multivariate Medical time series based on Convolutional Neural Networks -- ECG Signals Classification Model Based on Frequency domain Features Coupled with Least Square Support Vector Machine (LS-SVM) -- Cluster analysis of low-dimensional medical concept representations from Electronic Health Records.
520 _aThis book constitutes the refereed proceedings of the 11th International Conference on Health Information Science, HIS 2022, held in Virtual Event during October 28-30, 2022. 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: applications of health and medical data; health and medical data processing; health and medical data mining via graph-based approaches; and health and medical data classification.
650 0 _aMedical informatics.
_94729
650 0 _aArtificial intelligence.
_93407
650 0 _aComputer engineering.
_910164
650 0 _aComputer networks .
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650 0 _aApplication software.
_9164094
650 0 _aImage processing
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_94145
650 0 _aComputer vision.
_9164095
650 0 _aData structures (Computer science).
_98188
650 0 _aInformation theory.
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650 1 4 _aHealth Informatics.
_931799
650 2 4 _aArtificial Intelligence.
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650 2 4 _aComputer Engineering and Networks.
_9164096
650 2 4 _aComputer and Information Systems Applications.
_9164097
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_931569
650 2 4 _aData Structures and Information Theory.
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