Integrating knowledge from case reports: a medical ontology based multimodal information system with structured summary

arXiv:2609.19775 · cs.AI · Submitted 2026-09-17 · Read on arXiv

cs.AI

Submitted: 2026-09-17

Updated: 2026-09-17

Code: https://github.com/Georgetown-IR-Lab/QuickUMLS

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Ontology — 34× in this paper · explained in 2 episodes
• Accuracy — 14× in this paper · explained in 1 episode
• Cosine Similarity — 9× in this paper · explained in 3 episodes
• Conference on Computer Vision and Pattern Recognition — 3× in this paper
• Adam — 2× in this paper · explained in 2 episodes
• Transformer — 2× in this paper · explained in 2 episodes
• Yale Image Finder — 2× in this paper
• Loss Function — 1× in this paper · explained in 2 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Verification — 1× in this paper · explained in 2 episodes

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