Chinese medicine knowledge graph

Author: fooz

August undefined, 2024

WebIn the era of big data, Knowledge graph is an important data resource for knowledge management and application. It has become a key technology foundation for semantic retrieval of search engine, knowledge-based reasoning and decision-making in various fields. Firstly, this paper extracts the core concepts, concept descriptions, relations … WebDec 16, 2024 · Download Citation On Dec 16, 2024, Tongyao Xu and others published A Method for Traditional Chinese Medicine Knowledge Graph Dynamic Construction …

Knowledge graph for TCM health preservation: Design, …

WebMar 1, 2024 · This paper introduces the study on the recommendation system based on the Knowledge Graph (KG). Firstly, it conducts extraction of entities such as Traditional … WebY H Zhou, H T Chen, X D Zhou. Joint Extraction of Science Entity and Relation Based on Graph Attention Network [J]. Frontiers of Science & Technology of Engineering Management. 2024, 41 (3):39-44. Google Scholar; Z R Wang, X H Liu. Joint Model of Chinese Entity-Relation Extraction Based on a Pointer Cascade Tagging Strategy [J]. chronic rash on neck

Sensors Free Full-Text Development of a Knowledge Graph for ...

WebFeb 14, 2024 · Treating hepatitis B with traditional Chinese medicine can become a reliable treatment for the disease. In this paper, we build a hepatitis B intelligence question and answer system based on the hepatitis B knowledge graph, starting from solving the actual needs of patients and applying deep learning technology to the medical field. WebApr 10, 2024 · Weng H, Liu Z, Yan S, A Framework for Automated Knowledge Graph Construction Towards Traditional Chinese Medicine[J]. Springer, Cham, 2024. Google Scholar Cross Ref; Hu S. Construction Model and Evaluation of Dynamic Knowledge Map for Deep Learning[J]. Journal of Physics Conference Series, 2024, 1915(4):042009. … WebAug 14, 2024 · 3 School of Information Engineering, Chengdu University of Traditional Chinese Medicine, Chengdu, China. PMID: 32923430 PMCID: PMC7456905 DOI: ... With the knowledge graph and attention mechanism, most relevant segments of medical codes can be explained. This suggests that the knowledge graph significantly improves the … derian consolidated sdn bhd

Mathematics Free Full-Text A Survey on Multimodal Knowledge …

Knowledge graph for TCM health preservation: Design

WebDec 11, 2024 · Download Citation On Dec 11, 2024, Rongxuan Gao and others published Knowledge Question-Answering System Based on Knowledge Graph of Traditional … WebAug 21, 2024 · Knowledge graph; Traditional Chinese Medicine; Download conference paper PDF 1 Introduction. As a distinct medical system with diagnosis and treatment, … chronic rdWebMar 30, 2024 · The knowledge graph of Chinese vertical industry domains includes the Traditional Chinese Medicine (TCM) knowledge graph , marine knowledge graph, and corporate knowledge graph. Although the above general domain knowledge graph collects a large amount of domain knowledge, it cannot describe the knowledge in a … derhy sion strasbourg

"WebCleanse the data of "Compendium of Materia Medica" as the full-text data foundation, with herbs as the center, to construct a Chinese medicine knowledge graph including 6 entity types and various relationship types. Use BiLSTM, CRF, and naive Bayes classification to build a question-answering system based on the Chinese medicine knowledge graph. " - Chinese medicine knowledge graph

Chinese medicine knowledge graph

Construction of Semantic-Based Traditional Chinese Medicine ...

WebDec 1, 2024 · HAO [37] described the five steps of constructing the knowledge graph, and gave the definitions of four types of entities, namely, “western disease” “syndromes” … Knowledge Graph (KG) is a powerful tool for Medical Decision Support(MDS). In this paper, we propose a novel method to construct a knowledge graph of traditional Chinese medicine (TCM), which combines data mining on limited but typical electronic medical records (EMRs) with expert knowledge. In particular, we leverage data mining to mine the medical regulations, and then convert them into ...

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WebApr 13, 2024 · Xuerong Li, assistant professor of Academy of Mathematics and Systems Science, Chinese Academy of Sciences. She received the B.E. degree from Renmin University, and the Ph.D. degree from University of Chinese Academy of Sciences. Her research interests are in the area of bibliometrics, machine learning and economic … WebAs an effective and novel knowledge management technology, knowledge graph can provide a new way for the inheritance and development of traditional Chinese medicine …

WebSep 2, 2024 · Background: Knowledge discovery from treatment data records from Chinese physicians is a dramatic challenge in the application of artificial intelligence (AI) models to the research of traditional Chinese medicine (TCM). Objective: This paper aims to construct a TCM knowledge graph (KG) from Chinese physicians and apply it to the … WebJul 22, 2024 · Weng et al. (2024) (Weng et al., 2024)used traditional Chinese medicine (TCM) unstructured clinical text data, clinical protocol guidelines, medical textbooks, and other data to construct a TCM clinical knowledge graph based on the triad structure. This research describes an entity through the Resource Description Framework (RDF) and …

WebJul 17, 2024 · 3.1. Knowledge Graph. In the knowledge graph, entities are used to represent nodes in the graph, and relations are used to represent edges. In the fields related to Chinese medicine, CPM, diseases, and symptoms can be used as entities, and the relationships between them can connect the corresponding entities to form a … WebJan 1, 2024 · Traditional Chinese Medicine Automated Diagnosis Based on Knowledge Graph Reasoning. ... Yao et al. [27] presented an ontology-based model that utilized ontology attributes for training the neural ...

WebApr 11, 2024 · As an essential part of artificial intelligence, a knowledge graph describes the real-world entities, concepts and their various semantic relationships in a structured way and has been gradually popularized in a variety practical scenarios. The majority of existing knowledge graphs mainly concentrate on organizing and managing textual knowledge …

WebIt is an important development strategy of Chinese medicine to collect, analyzes, and manages the knowledge assets of TCM health care. As a novel and massive … chronic rectal inflammationWebY Chen, Q.Y Gong, J.J Qiu, Design of Knowledge Graph of Traditional Chinese Medicine Prescription and Knowledge Analysis of Implicit Relationship. In Proceedings of the 2024 International Symposium on Artificial Intelligence in Medical Sciences (ISAIMS 2024). Association for Computing Machinery, New York, NY, USA, 56–63. Google Scholar chronic rectal polyneuropathy icd 10WebOct 11, 2024 · Targeting at medical knowledge graph construction, this paper proposes a framework for automated Traditional Chinese Medicine knowledge graph construction … chronic reactive arthritis radiologyWebDownload scientific diagram Chinese Medical Knowledge Graph. from publication: An Improved Approach to the Construction of Chinese Medical Knowledge Graph based … chronic recurrent dermatosis with silveryWebMar 1, 2024 · The “TCM health care ontology” is the basis for the construction of traditional Chinese medicine health knowledge graph. In the previous study, we use the methods … chronic rectal painWebApr 22, 2024 · Request PDF A Knowledge Graph Enhanced Topic Modeling Approach for Herb Recommendation Traditional Chinese Medicine (TCM) plays an important role in Chinese society and is an increasingly ... chronic rectal itchingWebWith the change of health concept and medical model, traditional Chinese medicine (TCM) has shown more and more unique advantages. Users expect to query TCM knowledge efficiently through online. At the same time, intelligent question-answering system based on knowledge graphs is gradually becoming a new trend of natural interaction between … chronic recurrent major depressive disorder