Multi tasks RetinaNet for mitosis detection. (arXiv:2208.12657v1 [cs.CV])

The account of mitotic cells is a key feature in tumor diagnosis. However,
due to the variability of mitotic cell morphology, it is a highly challenging
task to detect mitotic cells in tumor tissues. At the same time, although
advanced deep learning method have achieved great success in cell detection,
the performance is often unsatisfactory when tested data from another domain
(i.e. the different tumor types and different scanners). Therefore, it is
necessary to develop algorithms for detecting mitotic cells …

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