In this project, we propose an instance segmentation Transformer, which is the first end-to-end
framework for instance segmentation in histopathology images. Our results will be demonstrated on two public medical image datasets.
The expectation of the applicant is to implement the algorithm with the help of a senior Ph.D. student. The applicant also can discuss ideas with senior Ph.D. students and advisors.
1, The applicant is clear about deep learning and how to use it for medical image applications.
2, The applicant gets familiar with the next-generation transformer neural network.
3, Write a paper if possible.