We propose a simple pairwise sigmoid loss for imagetext pre-training. Unlike standard contrastive learning with softmax normalization, the sigmoid loss operates solely on image-text pairs and does not ...

Medical images encompass various types of imaging modalities used for diagnosing and monitoring diseases, injuries, and other health conditions. It might be difficult to conclude just by looking at ...

Most colon cancers are assumed to have a premalignant adenomatous polyp phase, therefore colonoscopic detection and polypectomy provides the opportunity for cancer prevention. Some patients who have ...

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