What are Some Successful Applications of CNNs in Histology?
Several studies have demonstrated the successful application of CNNs in histology:
Breast Cancer Detection: CNNs have been used to accurately detect and classify breast cancer from histological images, often outperforming human pathologists. Prostate Cancer Grading: Automated grading of prostate cancer using CNNs has shown promising results, providing a reliable alternative to manual grading. Lung Disease Diagnosis: CNNs have been employed to identify interstitial lung diseases from histopathological slides, aiding in early diagnosis and treatment planning.
