Skip to content

Slice 3D CT image to do the detection and merge the 2D results to 3D volume

Notifications You must be signed in to change notification settings

xiongjiuli/Derformable-DETR-for-lymph-nodes

Repository files navigation

Deformable DETR for lymph nodes

Deformable DETR is by Xizhou Zhu, Weijie Su, Lewei Lu, Bin Li, Xiaogang Wang, Jifeng Dai.

This repository is an official implementation of the paper Deformable DETR: Deformable Transformers for End-to-End Object Detection.

We use it for detecting lymph nodes as an transformer-based method. We slice our CT images, perform detection on each slice, and then merge the slices into a 3D volume. However, there are too many false positives in single CT scans, although the method performs well on the slices.

About

Slice 3D CT image to do the detection and merge the 2D results to 3D volume

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published