Arushi Gupta
@arushigupta.bsky.social
Incoming CS PhD at Stanford | Prev. at Caltech
Deep learning methods are widely used to analyze microscopy images. But many operate on crops of images that, while centered around a single cell, may include other cells in the background, raising the question:
Are these models truly capturing single-cell features?
Are these models truly capturing single-cell features?
July 4, 2025 at 9:50 PM
Deep learning methods are widely used to analyze microscopy images. But many operate on crops of images that, while centered around a single cell, may include other cells in the background, raising the question:
Are these models truly capturing single-cell features?
Are these models truly capturing single-cell features?