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cs.CV2024
Consisaug: A Consistency-based Augmentation for Polyp Detection in Endoscopy Image Analysis
Ziyu Zhou, Wenyuan Shen, Chang Liu
Colorectal cancer (CRC), which frequently originates from initially benign polyps, remains a significant contributor to global cancer-related mortality. Early and accurate detectio…
cs.CV2024★ 4 cited
DeViDe: Faceted medical knowledge for improved medical vision-language pre-training
Haozhe Luo, Ziyu Zhou, Corentin Royer +2
Vision-language pre-training for chest X-rays has made significant strides, primarily by utilizing paired radiographs and radiology reports. However, existing approaches often face…