关键词 "SSL certificates" 的搜索结果, 共 24 条, 只显示前 480 条
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开发能够学习通用且可迁移的 H&E 千兆像素全切片图像 (WSI) 表征的自监督学习 (SSL) 模型,在计算病理学中正变得越来越重要。这些模型有望推进诸如小样本分类、切片检索和患者分层等关键任务。现有的切片表征学习方法通常通过将切片的两个不同增强图像(或视图)对齐,将 SSL 的原理从小图像(例如 224x224 的图像块)扩展到整张切片。然而,最终的表征仍然受限于视图有限的临床和生物多样性
出于基准测试或研究目的,Giga-SSL 嵌入提供了一种在 TCGA 上执行分类任务的极其快速的方法。
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