Article

Bridging Perception and Reasoning: An Evidence-Based Agentic System for Diagnosis and Treatment Recommendations of Vascular Anomalies

2026-01-19

Abstract excerpt

Vascular anomalies (VAs), including hemangiomas and vascular malformations, present a significant diagnostic challenge due to their high prevalence, complex classification (nearly 100 subtypes), and visual mimicry. Current Multimodal Large Language Models (MLLMs) struggle in this specialized domain, often failing to capture fine-grained visual features or lacking evidence-based reasoning. To address these limitati...

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Literature Corpus work: 2238f651-f5a4-57c9-ae70-9a547f6c6848
DOI: 10.20944/preprints202601.1344.v1

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