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Computer Methods in Medicine and Health Care: Proceedings of the CMMHC 2021 Workshop [Pehme köide]

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Teised raamatud teemal:
Computer technology has brought about incredible changes in medicine and healthcare, greatly improving the efficiency and accuracy of medical treatment. Since December 2019, in the face of the global effects of COVID-19, the significance of computer technology, and big data in particular, together with the collaborative network and unmanned technology, has been recognized by healthcare staff everywhere. Modern medical science cannot evolve without the involvement of computer science. This book presents the proceedings of the 2021 Workshop on Computer Methods in Medicine & Health Care (CMMHC 2021), the autumn edition of the TDI conferences, held as a virtual, online event on 24 26 September 2021. Researchers from renowned universities, laboratories and hospitals in China, Italy and Japan contributed to the workshop, and findings from both basic and clinical medicine are included in the 14 papers collected here. Big data technology appeared in 20% of all papers as the most popular topic, with one paper covering big data optimization and two describing its application. The book shares practical experiences and enlightening ideas from computer-based medicine and will be of interest to researchers in and practitioners of modern medicine everywhere.
Preface v
Investigating Critical Risk Factors of Liver Cancer with Deep Neural Networks
1(13)
Jinpeng Li
Yaling Too
Zhunan Li
Ting Cai
Dual Features Extraction Network for Image Super-Resolution
14(11)
Guosheng Zhao
Kun Wang
Impact Measurement of a Collaborative Pathology Network and Its Digital Support
25(8)
Paolo Locatelli
Federica Cirilli
Fabio Chiodini
Cuff-Less Blood Pressure Estimation from Electrocardiogram and Photoplethysmography Based on VGG19-LSTM Network
33(14)
Yanan Pu
Xiaoxue Xie
Ling Xiong
Heng Zhang
A Network Pharmacology Study to Explore Mechanism of the Drug Pair of Astragalus-Saposhnikoviae Radix in the Treatment of Allergic Rhinitis
47(14)
Chen Lit
Limin Ma
Haozhen Wang
Xiuting Huang
Xiujin Zhang
Ziyin Lu
Xiuli Lu
EHG-Based Preterm Delivery Prediction Algorithm Driven by Transfer Learning
61(10)
Yanjun Deng
Yefei Zhang
Shenguan Wu
Lihuan Shao
Xiaohong Zhang
Automatic Generalization of Residential Areas Based on "Paradigm" Theory and Big Data
71(6)
Tianlin Duo
Peng Zhang
Application of Big Data Technology in the Fight Against New Coronary Pneumonia Epidemic in China
77(7)
Xie Yan
Continuous Blood Pressure Monitoring Method Based on Multiple Photoplethysmography Features
84(9)
Yang Xu
Zhipei Huang
Jiankang Wu
Zhongdi Liu
Research on Design of Fog Computing Optimization Model for Medical Big Data
93(10)
Baoling Qin
Application of Artificial Intelligence in the Prevention, Diagnosis and Treatment of Alzheimer's Disease: New Hope for Dealing with Aging in China
103(6)
Hangtian Wang
Guofu Wang
Recognition of Child Congenital Heart Disease Using Cardiac Cycle Segment of Electrocardiogram
109(6)
Yunmei Du
Canhui Huang
Shuai Huang
Huiying Liang
Network Pharmacology-Based Analysis on the Mechanism of Drug Pair of Astragalus Membranaceus and Acorus Tatarinowii in the Treatment of Alzheimer's Disease
115(13)
Xiuting Huang
Xiujin Zhang
Xiangning Li
Haozhen Wang
Chen Lu
Ziyin Lu
Xiuli Lu
Cartography Theory and Map Service Model Based on Constructivism
128(7)
Tianlin Duo
Peng Zhang
Subject Index 135(2)
Author Index 137