https://scholar.dgist.ac.kr/handle/20.500.11750/16196 Sat, 04 Apr 2026 12:08:39 GMT 2026-04-04T12:08:39Z https://scholar.dgist.ac.kr/handle/20.500.11750/59191 Title: METHOD AND DEVICE FOR PROVIDING INFORMATION FOR CANCER DIAGNOSIS BY USING EXTRACELLULAR VESICLES Author(s): 김해영; 구교권; 김영규; 김은주; 이윤희; 박수현 Abstract: This method utilizes machine learning on the basis of extracellular vesicles obtained through a liquid biopsy, so as to provide information necessary for efficient cancer diagnosis, and comprises: collecting learning data including surface characteristic images of extracellular vesicles extracted from cancer cells; using the learning data so as to construct an artificial intelligence diagnosis model; and deriving cancer-related disease information through the constructed artificial intelligence diagnosis model on the basis of surface characteristic data of extracellular vesicles to be diagnosed. https://scholar.dgist.ac.kr/handle/20.500.11750/59191