Skip to content

We propose a novel parallel multi-resolution encoder-decoder network, namely PMR-Net for short.

License

Notifications You must be signed in to change notification settings

EmarkZOU/PMR-Net

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

8 Commits
 
 
 
 
 
 

Repository files navigation

PMR-Net: Parallel Multi-Resolution Encoder-Decoder Network Framework for Medical Image Segmentation

This is the official repository of the paper titled "PMR-Net: Parallel Multi-Resolution Encoder-Decoder Network Framework for Medical Image Segmentation" which introduces a novel parallel multi-resolution encoder-decoder network for medical image segmentation.

The article is currently under submission. Due to the confidentiality agreement, the full code cannot be made public at this time. Once the article is accepted, the code will be made open source.

Workflow

image-20240919205925033

For a detailed explanation of each component, please refer to our paper.

Datasets

To effectively evaluate the performance of PMR-Net, we carry out comprehensive experiments on five commonly used datasets including lung , retinal vessel (DRIVE) , retinal vessel (STARE) , skin lesions (SL) , and cell nucleus datasets, respectively.

image-20240919210032501

We can observe that PMR-Net results in more accurate segmentation results of lung edges than other methods.

image-20240919210145071

image-20240919210205649

Usage

The article is currently under submission. Due to the confidentiality agreement, the full code cannot be made public at this time. Once the article is accepted, the code will be made open source.

About

We propose a novel parallel multi-resolution encoder-decoder network, namely PMR-Net for short.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published