This is a step-by-step guide to building and understanding semantic segmentation
- we will discuss some preprocessing techniques specifically for medical images
Link to the dataset can be found on MoNuSeg official domain
To understand data and for more info checkout their paper :
A Dataset and a Technique for Generalized Nuclear Segmentation for Computational Pathology
N. Kumar et al., "A Multi-organ Nucleus Segmentation Challenge," in IEEE Transactions on Medical Imaging (in press) [Supplementary Information]
N. Kumar, R. Verma, S. Sharma, S. Bhargava, A. Vahadane and A. Sethi, "A Dataset and a Technique for Generalized Nuclear Segmentation for Computational Pathology," in IEEE Transactions on Medical Imaging, vol. 36, no. 7, pp. 1550-1560, July 2017