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eess.IV2025
Stronger is not better: Better Augmentations in Contrastive Learning for Medical Image Segmentation
Azeez Idris, Abdurahman Ali Mohammed, Samuel Fanijo
Self-supervised contrastive learning is among the recent representation learning methods that have shown performance gains in several downstream tasks including semantic segmentati…
eess.IV2024
IDCIA: Immunocytochemistry Dataset for Cellular Image Analysis
Abdurahman Ali Mohammed, Catherine Fonder, Donald S. Sakaguchi +3
We present a new annotated microscopic cellular image dataset to improve the effectiveness of machine learning methods for cellular image analysis. Cell counting is an important st…