Accurate and Scalable Multimodal Pathology Retrieval via Attentive Vision-Language Alignment

Abstract excerpt

<title>Abstract</title> <p>The rapid digitization of histopathology slides has opened up new possibilities for computational tools in clinical and research workflows. Among these, content-based slide retrieval stands out, enabling pathologists to identify morphologically and semantically similar cases, thereby supporting precise diagnoses, enhancing consistency across observers, and assisting example-based educat...

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• Adenocarcinoma of Lung
• Biomarkers, Tumor
• Deep Learning
• ErbB Receptors
• Lung Neoplasms
• Mutation
• Predictive Learning Models
• ROC Curve

Identifiers and source

Literature Corpus work

6c67351c-e0ad-5e30-8c5e-706f9a8ad0d7

DOI

10.21203/rs.3.rs-8222041/v1