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Dense Convolutional Network and Its Application in Medical Image Analysis
2022
BioMed Research International
Dense convolutional network (DenseNet) is a hot topic in deep learning research in recent years, which has good applications in medical image analysis. In this paper, DenseNet is summarized from the following aspects. First, the basic principle of DenseNet is introduced; second, the development of DenseNet is summarized and analyzed from five aspects: broaden DenseNet structure, lightweight DenseNet structure, dense unit, dense connection mode, and attention mechanism; finally, the application
doi:10.1155/2022/2384830
pmid:35509707
pmcid:PMC9060995
fatcat:7jp3tmtph5hk5gthgcomeccnte