1 code implementation • 14 Dec 2023 • Xiao Yang, Enmin Song, Guangzhi Ma, Yunfeng Zhu, Dongming Yu, Bowen Ding, Xianyuan Wang
These problems reduce the performance of polyp detection and also lower the model's training and detection efficiency.
no code implementations • 28 Nov 2022 • Yuzhou Zhuang, Hong Liu, Enmin Song, Coskun Cetinkaya, Chih-Cheng Hung
We adopt two data augmentation methods for effectively learning the semantic information and generating realistic target domain scans: generative and online data augmentation.
no code implementations • 21 May 2019 • Haichao Cao, Hong Liu, Enmin Song, Chih-Cheng Hung, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Jianguo Lu
Experimental results show that the DB-ResNet achieves superior segmentation performance with an average dice score of 82. 74% on the dataset.
no code implementations • 21 May 2019 • Haichao Cao, Hong Liu, Enmin Song
First, the nucleus of leukocyte was separated by using the stepwise averaging method.
no code implementations • 9 May 2019 • Haichao Cao, Hong Liu, Enmin Song, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Tengying Liu, Chih-Cheng Hung
The CNN architecture in the first stage is based on the improved UNet segmentation network to establish an initial detection of lung nodules.
no code implementations • 5 May 2018 • Haichao Cao, Hong Liu, Enmin Song
The localization of BMC is achieved from a color transformation enhanced BMC sample image and stepwise averaging method (SAM).