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Found 6 papers, 1 papers with code
YOLO-OB: An improved anchor-free real-time multiscale colon polyp detector in colonoscopy
These problems reduce the performance of polyp detection and also lower the model's training and detection efficiency.
An Unpaired Cross-modality Segmentation Framework Using Data Augmentation and Hybrid Convolutional Networks for Segmenting Vestibular Schwannoma and Cochlea
We adopt two data augmentation methods for effectively learning the semantic information and generating realistic target domain scans: generative and online data augmentation.
Dual-branch residual network for lung nodule segmentation
Experimental results show that the DB-ResNet achieves superior segmentation performance with an average dice score of 82. 74% on the dataset.
A novel algorithm for segmentation of leukocytes in peripheral blood
First, the nucleus of leukocyte was separated by using the stepwise averaging method.
Two-Stage Convolutional Neural Network Architecture for Lung Nodule Detection
The CNN architecture in the first stage is based on the improved UNet segmentation network to establish an initial detection of lung nodules.
Bone marrow cells detection: A technique for the microscopic image analysis
The localization of BMC is achieved from a color transformation enhanced BMC sample image and stepwise averaging method (SAM).
