Prov-GigaPath
PulseAugur coverage of Prov-GigaPath — every cluster mentioning Prov-GigaPath across labs, papers, and developer communities, ranked by signal.
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Pathology models show promise in diagnosing disease from non-lesional brain tissue
Researchers have developed a new method for disease recognition from reactive central nervous system tissue, addressing the challenge of sampling errors in brain biopsies. They benchmarked four pathology foundation mode…
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AI model fuses MRI, pathology, and text for brain tumor classification
The DS@GT ARC team has developed a multimodal model for brain tumor subtype classification, combining MRI embeddings, histopathology embeddings, and radiology reports. Their system utilizes task-specific gates and explo…
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Foundation models aid lung cancer growth pattern prediction with attention-based learning
Researchers have developed an attention-based multiple instance learning (ABMIL) framework to predict lung adenocarcinoma growth patterns from whole slide images. This method reduces the need for extensive annotations b…