tailieunhanh - Ứng dụng đồ thị tri thức mờ trong hỗ trợ chẩn đoán cho bệnh nhân bị đái tháo đường

Trong nghiên cứu này, một hướng tiếp cận mới dựa trên mô hình FKG được đề xuất và áp dụng cho bài toán chẩn đoán bệnh đái tháo đường. Bộ dữ liệu huấn luyện và kiểm tra được cung cấp từ bệnh viện Đa khoa tỉnh Hưng Yên. | TNU Journal of Science and Technology 228 15 157 - 163 APPLICATION OF FUZZY KNOWLEDGE GRAPH IN DIAGNOSIS SUPPORT FOR DIABETES PATIENTS Pham Minh Chuan1 Tran Manh Tuan2 Cu Kim Long3 Nguyen Hong Tan4 1 Hung Yen University of Technology and Education 2Thuyloi University 3 Information Technology Center - Ministry of Science and Technology 4 TNU - University of Information and Communication Technology ARTICLE INFO ABSTRACT Received 02 11 2023 Recently the needs of human in health care are extremely necessary. Among common diseases diabetes is one of the dangerous diseases and many people are Revised 29 11 2023 suffering from this disease. Age obesity lack of exercise hereditary diabetes Published 29 11 2023 lifestyle unreasonable diet high blood pressure etc. are all causes of diabetes. People who have diabetes are at high risk of developing diseases like heart disease kidney disease stroke eye problems nerve damage etc. Information KEYWORDS technology tools used in diagnostic support help doctors detect a patient s disease Diabetes condition quickly and accurately. Based on the diagnosis the appropriate treatment regimens for patients can be quickly indicated. In this article we focus Fuzzy Knowledge Graph on researching fuzzy knowledge graph models in supporting diabetes diagnosis. Diagnosis support The knowledge graph model mainly based on graph theory combined with fuzzy Performance inference is a new research direction in recent years. This model is applied to detect potentially data patterns that are prone to disease and assist doctors in Accuracy diagnosis. To evaluate the performance of the proposed model the implementations are performed on a data set collected from the doctors at Hung Yen General Hospital. Experimental results show that our new model gives better results than the compared models. ỨNG DỤNG ĐỒ THỊ TRI THỨC MỜ TRONG HỖ TRỢ CHẨN ĐOÁN CHO BỆNH NHÂN BỊ ĐÁI THÁO ĐƯỜNG Phạm Minh Chuẩn1 Trần Mạnh Tuấn2 Cù Kim Long3 Nguyễn Hồng Tân4 1 Trường Đại học Sư