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Titlebook: Health Information Science; 12th International C Yan Li,Zhisheng Huang,Rui Zhou Conference proceedings 2023 The Editor(s) (if applicable) a

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书目名称Health Information Science
副标题12th International C
编辑Yan Li,Zhisheng Huang,Rui Zhou
视频video
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: Health Information Science; 12th International C Yan Li,Zhisheng Huang,Rui Zhou Conference proceedings 2023 The Editor(s) (if applicable) a
描述.This 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..
出版日期Conference proceedings 2023
关键词artificial intelligence; bioinformatics; computer aided diagnosis; computer networks; computer vision; co
版次1
doihttps://doi.org/10.1007/978-981-99-7108-4
isbn_softcover978-981-99-7107-7
isbn_ebook978-981-99-7108-4Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor
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A Combined Attribute Extraction Method for Detecting Postpartum Depression Using Social Mediast common words used by PPD and control group account holders here. Our strategy improves performance using integrated attribute extraction. Bigram best detects PPD with 82% accuracy and 0.80 F1 scores using the Random Forest (RF) classifier and single attribute extraction. SVM classifiers perform b
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Analysis on Association Between Vascular Risk Factors and Lifestyle Factors with the Risk of Dementiant to VRFs and lifestyle. Our analysis particularly emphasized: 1) hypertension, 2) diabetes mellitus (DM), 3) dyslipidemia, 4) obesity, 5) tobacco smoking, and 6) alcohol consumption, with the inclusion of regular physical exercise (RPE) as an influential lifestyle factor. The incidence rate for d
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