Application of transfer learning for enhanced pulmonary disease detection via ct image embeddings

Smilianets, F.2024-05-022024-05-022024Smilianets, F. Application of transfer learning for enhanced pulmonary disease detection via ct image embeddings / Smilianets F. // Адаптивні системи автоматичного управління : міжвідомчий науково-технічний збірник. – 2024. – № 1 (44). – С. 24-29. – Бібліогр.: 9 назв.1560-8956https://ela.kpi.ua/handle/123456789/66608This paper presents a method for сomputed tomography imaging analysis for disease diagnosis, extending and fine-tuning a previously trained network to generate embedding vectors. A KNeighborsClassifier trained on produced embeddings achieved an accuracy of 0.987.enmulticlass classificationconvolutional neural networkscomputed tomography scan analysisembeddingtransfer learningCOVID-19Application of transfer learning for enhanced pulmonary disease detection via ct image embeddingsArticlePp. 23-29https://doi.org/10.20535/1560-8956.44.2024.302198004.932.2