Health Information Processing (eBook, PDF)

8th China Conference, CHIP 2022, Hangzhou, China, October 21-23, 2022, Revised Selected Papers
Redaktion: Tang, Buzhou; Wang, Haitian; Wang, Yanshan; Hao, Tianyong; Liu, Lei; Wu, Fei; Lin, Hongfei; Chen, Qingcai

• Format: PDF

Produktbeschreibung

This book constitutes refereed proceedings of the 8th China Conference on China Health Information Processing Conference 2022 held in Hangzhou, China from August 26-28, 2022.

The 14 full papers presented in this volume were carefully reviewed and selected from a total of 35 submissions. The papers in the volume are organised according to the following topical headings: healthcare natural language processing;healthcare data mining and applications

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Produktdetails

• Verlag: Springer Nature Singapore
• Seitenzahl: 212
• Erscheinungstermin: 21. Februar 2023
• Englisch
• ISBN-13: 9789811998652
• Artikelnr.: 67495695

Inhaltsangabe

Healthcare Natural Language Processing.- Corpus Construction for Named-Entity and Entity Relations for Electronic Medical Records of Cardiovascular Disease.- Hybrid Granularity-based medical event extraction in Chinese electronic medical records.- Infusing Dependency Syntax Information into a Transformer Model for Document-Level Relation Extraction from Biomedical Literature.- A Review of Biomedical Event Trigger Word Detection.- BG-INT: An Entity Alignment Interaction Model Based on BERT and GCN.- An Semantic Similarity Matching Method for Chinese Medical Question Text.- A Biomedical Named Entity Recognition Framework with Multi-Granularity Prompt Tuning.- Healthcare Data Mining and Applications.- Automatic Extraction of Genomic Variants for Locating Precision Oncology Clinical Trials.- Identification of sepsis subphenotypes based on bi-directional long short-term memory Auto-Encoder using real-time laboratory data collected from intensive care units.- Machine Learning for Multimodal Electronic Health Records-based Research: Challenges and Perspectives.- An End-to-End Knowledge Graph Based Question Answering Approach for COVID-19.- Discovering Combination Patterns of Traditional Chinese Medicine for the Treatment of Gouty Arthritis with Renal Dysfunction.- Automatic Classification of Nursing Adverse Events Using a Hybrid Neural Network Model.- Node research on the involvement of China's carbon tax policy in the context of COVID-19.