Umar Marikkar

Building Robust Vision Encoders for Cross-Dataset Evaluation in Immunofluorescent Microscopy

Immunofluorescence (IF) images reveal detailed information about structures and functions at the subcellular level. However, unlike RGB images, IF datasets pose challenges for deep learning models due to their inconsistencies in channel count and configuration, stemming from varying staining protoco