
Computer Methods in Medicine and Health Care
Description
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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.
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Content
- Intro
- Title Page
- Preface
- Investigating Critical Risk Factors of Liver Cancer with Deep Neural Networks
- Dual Features Extraction Network for Image Super-Resolution
- Impact Measurement of a Collaborative Pathology Network and Its Digital Support
- Cuff-Less Blood Pressure Estimation from Electrocardiogram and Photoplethysmography Based on VGG19-LSTM Network
- A Network Pharmacology Study to Explore Mechanism of the Drug Pair of Astragalus-Saposhnikoviae Radix in the Treatment of Allergic Rhinitis
- EHG-Based Preterm Delivery Prediction Algorithm Driven by Transfer Learning
- Automatic Generalization of Residential Areas Based on "Paradigm" Theory and Big Data
- Application of Big Data Technology in the Fight Against New Coronary Pneumonia Epidemic in China
- Continuous Blood Pressure Monitoring Method Based on Multiple Photoplethysmography Features
- Research on Design of Fog Computing Optimization Model for Medical Big Data
- Application of Artificial Intelligence in the Prevention, Diagnosis and Treatment of Alzheimer's Disease: New Hope for Dealing with Aging in China
- Recognition of Child Congenital Heart Disease Using Cardiac Cycle Segment of Electrocardiogram
- Network Pharmacology-Based Analysis on the Mechanism of Drug Pair of Astragalus Membranaceus and Acorus Tatarinowii in the Treatment of Alzheimer's Disease
- Cartography Theory and Map Service Model Based on Constructivism
- Subject Index
- Author Index
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