2 papers
eess.IV2020
Cytology Image Analysis Techniques Towards Automation: Systematically Revisited
Shyamali Mitra, Nibaran Das, Soumyajyoti Dey +3
Cytology is the branch of pathology which deals with the microscopic examination of cells for diagnosis of carcinoma or inflammatory conditions. Automation in cytology started in t…
cs.CV2020
SynCGAN: Using learnable class specific priors to generate synthetic data for improving classifier performance on cytological images
Soumyajyoti Dey, Soham Das, Swarnendu Ghosh +3
One of the most challenging aspects of medical image analysis is the lack of a high quantity of annotated data. This makes it difficult for deep learning algorithms to perform well…