A. Sowmya

CytoAL: Toward Label-Efficient Cytology Diagnosis via Cellularity-Guided Active Learning

Examining thyroid fine needle aspiration (FNA) can grade cancer risks, derive prognostic information, and guide follow-up care or surgery decision-making. However, thyroid cytology’s diagnostic cues are more dispersed compared with pathology images in other disciplines, making standard annotation strategy for AI diagno...

AAGDD-FC: adaptive anisotropic Gaussian directional derivative filtering and convolution module for interest point detection