colonoscopy topic
PNS-Net
2021-MICCAI-Progressively Normalized Self-Attention Network for Video Polyp Segmentation
VPS
Official website for "Video Polyp Segmentation: A Deep Learning Perspective (MIR 2022)"
deep-learning-colonoscopy
Review in Deep Learning for Polyp Detection and Classification in Colonoscopy (https://doi.org/10.1016/j.neucom.2020.02.123).
CAC-UNet-DigestPath2019
1st to MICCAI DigestPath2019 challenge (https://digestpath2019.grand-challenge.org/Home/) on colonoscopy tissue segmentation and classification task. (MICCAI 2019) https://teacher.bupt.edu.cn/zhuchua...
CEP
Computational Endoscopy Platform (advanced deep learning toolset for analyzing endoscopy videos) [MICCAI'22, MICCAI'21, ISBI'21, CVPR'20]
ColonSegNet
Official implementation of ColonSegNet: Real-Time Polyp Segmentation (Used in NVIDIA Clara Holoscan App for Polyp Segmentation)
TGANet
TGANet: Text-guided attention for improved polyp segmentation [Early Accepted & Student Travel Award at MICCAI 2022]
TransResUNet
TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation
Colonoscopy-polyps-detection-with-CNNs
Colonoscopy polyps detection with CNNs
PolypGen
A multi-centre polyp detection and segmentation dataset for generalisability assessment https://www.nature.com/articles/s41597-023-01981-y