What are Some Common Applications of CNNs in Histology?
CNNs are used for various applications in histology:
Cancer Detection: Identifying and classifying different types of cancer, such as breast, prostate, and lung cancer. Cell Counting: Automatically counting cells in a given tissue sample, which is important for studies in immunology and oncology. Tissue Segmentation: Segmenting different regions within a tissue sample, such as identifying tumor margins or differentiating between various layers of tissue. Biomarker Identification: Identifying specific proteins or genes expressed in tissues, which can serve as diagnostic or prognostic markers.
