MIDOG++
PulseAugur coverage of MIDOG++ — every cluster mentioning MIDOG++ across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New method improves OOD detection in medical AI using intermediate VLM layers
Researchers have developed a new method for out-of-distribution (OOD) detection in medical AI systems, addressing the challenge of domain shifts across different institutions and patient populations. Existing Vision-Lan…
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Pathology Foundation Models Show Promise for Mitotic Figure Detection
Researchers have explored the effectiveness of pathology foundation models (FMs) as encoders for mitotic figure detection, moving beyond their typical use in classification tasks. The study compared several FMs, includi…
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Foundation models show promise in classifying atypical mitosis in cancer research
Researchers have benchmarked deep learning and vision foundation models for classifying atypical versus normal mitosis, a crucial indicator of tumor malignancy. The study evaluated end-to-end trained models, linear prob…