Papers20:53
Chinese contentAI 双染分诊模型用于 HPV 宫颈癌筛查的外部独立验证宫颈癌筛查里 HPV 阳性后靠人工看双染切片，这篇验证了 AI 能自动完成这一步，做病理或筛查的可以看看外部验证结果。
#pathology AI
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Stories, products and papers tagged "pathology AI", newest first.
Oct 5
Sep 25
NEJM AI Publishes External Validation of Dual-Stain Triage Model
NEJM AI@Bernd Lahrmann Andreas Keil Felipe Miranda Ruiz Megan A. Clarke Didem Egemen Kiranjit K. Grewal Finley P. Grabe Liam Bartels Alexandra Krauthoff Carolann Risley Sydney Reaves Laurie A. Fuller Walter Kinney Nancy Poitras Patricia E. Goldhoff Betty Suh-Burgmann Thomas S. Lorey Philipp Ströbel Nicolas Wentzensen and Niels GrabeSource
External validation on data outside the original training set is the step most medical AI models never pass, so this result matters for how quickly dual-stain triage can scale beyond expert labs. Screening programmes and digital pathology teams evaluating automation for HPV-positive triage gain evidence on real-world reading performance. It compares against the current baseline of manual pathologist interpretation of p16/Ki-67 slides.
Jun 11
Chinese contentAtlas H&E-TME：AI 组织分析达到病理专家级精度
病理分析终于有了可规模化的 AI 方案——Atlas H&E-TME 在 H&E 图像上达到专家级精度，做肿瘤微环境研究和临床转化的团队可以直接用上这套定量工具。
Jun 8
Papers09:17
Chinese contentMIDOG 2025挑战：多肿瘤有丝分裂检测的泛化性评估病理AI团队和计算病理学研究者注意了：MIDOG 2025揭示了当前有丝分裂检测模型在真实世界中的脆弱性，尤其是罕见肿瘤类型和困难区域。如果你的模型只在热点区域表现好，点开看看盲点在哪，以及集成方法如何带来稳定提升。