JunMa11 / SOTA-MedSeg

SOTA medical image segmentation methods based on various challenges
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Segmentation of Early Esophageal Cancer #10

Open lhaippp opened 8 months ago

lhaippp commented 8 months ago

Hi Jun,

Thank you for the great work. I trust this repository is indeed valuable for the community!

Upon viewing the teaser image, I noticed that there is limited work focusing on endoscopy images, particularly on Early Esophageal Cancer (EEC). Therefore, I would like to introduce our recent work published in IEEE Transactions on Image Processing on this topic:

arxiv version: Single-Image-Based Deep Learning for Segmentation of Early Esophageal Cancer Lesions IEEE version: coming soon

In this work, we have collected EEC datasets with the assistance of doctors from West China Hospital (Huaxi Hospital). Additionally, we propose a zero-shot strategy to achieve lesion segmentation.

I would greatly appreciate it if you could review our paper and consider including it in this repository. Thank you very much!

By the way, I like your MedSAM and your comment on the DDNM repository issue was really helpful to me, as I am also investigating the application of generative super-resolution on medical images.

Best regards,

Haipeng Li PhD Student at the University of Electronic Science and Technology of China