Accurate automatic segmentation of the White Line of Toldt (WLT) is crucial for guiding colorectal cancer surgeries and improving patient outcomes. However, the complex anatomical …
Retinal image analysis not only reveals the microscopic structure of the eye but also provides insights into overall health status. Therefore, employing multi-task learning to …
Polyp segmentation is the foundation of colonoscopic lesion screening, diagnosis, and therapy. However, the data size of images and annotations is limited. The latent diffusion …
**Background**: Semi-supervised learning (SSL), which aims at leveraging a few labeled images and a large number of unlabeled images for network training, is beneficial for …
**Background**: Histopathological images of colorectal liver metastasis (CRLM) contain rich morphometric information that may predict patient outcomes, but current indicators …
**Background**: As important molecules in the CRC tumor microenvironment (TME), long non-coding RNAs (lncRNAs) regulate the functions of tumor infiltrating immune cells and sculpt …
