Methods for Segmentation and Classification of Digital Microscopy Tissue Images

Understand

High-resolution microscopy images of tissue specimens provide detailed information about the morphology of normal and diseased tissue.

• Image analysis of tissue morphology can help cancer researchers develop a better understanding of cancer biology.
• Segmentation of nuclei and classification of tissue images are two common tasks in tissue image analysis.
• Development of accurate and efficient algorithms for these tasks is a challenging problem because of the complexity of tissue morphology and tumor heterogeneity.