Early detection of colorectal polyps is of utmost importance for their treatment and for
colorectal cancer prevention. Computer vision techniques have the potential to aid …

Possessing a balanced dataset to train the segmentation models used in clinical products is
hugely important to enhance the performance in any given subset of patients. Due to …

Foundation models trained on web-scraped datasets propagate societal biases to
downstream tasks. While counterfactual generation enables bias analysis, existing methods …

Accurate product information is critical for e-commerce stores to allow customers to browse,
filter, and search for products. Product data quality is affected by missing or incorrect …

Cardiac Magnetic Resonance Imaging (CMR) is a powerful diagnostic tool for assessing
cardiac structure and function, providing detailed information crucial for clinical decision …

Automatic polyp segmentation is very critical for the early detection and treatment of colon
cancer. Most existing studies in polyp segmentation are devoted to using a fully supervised …