Search Results for author: Wenting Duan

Found 5 papers, 5 papers with code

SPPNet: A Single-Point Prompt Network for Nuclei Image Segmentation

6 code implementations23 Aug 2023 Qing Xu, Wenwei Kuang, Zeyu Zhang, Xueyao Bao, Haoran Chen, Wenting Duan

Compared to the segment anything model, SPPNet shows roughly 20 times faster inference, with 1/70 parameters and computational cost.

Cell Segmentation Image Segmentation +2

DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation

1 code implementation2 Feb 2022 Qing Xu, Zhicheng Ma, Na He, Wenting Duan

Deep learning architecture with convolutional neural network (CNN) achieves outstanding success in the field of computer vision.

Image Segmentation Lesion Segmentation +1

DR-Unet104 for Multimodal MRI brain tumor segmentation

1 code implementation4 Nov 2020 Jordan Colman, Lei Zhang, Wenting Duan, Xujiong Ye

We verified the effect of introducing the regularisation of dropout with small rate (e. g. 0. 2) on the architecture, and found a dropout of 0. 2 improved the overall performance compared to no dropout, or a dropout of 0. 5.

3D Architecture Brain Tumor Segmentation +3

Cannot find the paper you are looking for? You can Submit a new open access paper.