1 results match your criteria: "Yunnan Institute of Parasite Diseases[Affiliation]"
Application of Deep Learning in Clinical Settings for Detecting and Classifying Malaria Parasites in Thin Blood Smears.
Open Forum Infect Dis
November 2023
Central Laboratory, Yunnan Institute of Parasite Diseases, Puer, China.
Background: Scarcity of annotated image data sets of thin blood smears makes expert-level differentiation among species challenging. Here, we aimed to establish a deep learning algorithm for identifying and classifying malaria parasites in thin blood smears and evaluate its performance and clinical prospect.
Methods: You Only Look Once v7 was used as the backbone network for training the artificial intelligence algorithm model.