Multimodal Dual-Encoder Retrieval for Automated ICD Coding

cs.IR, cs.CL

Submitted: 2026-10-03

Updated: 2026-10-03

Comments: 6 pages, 2 figures, 1 table

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

Sources

• Approximate Nearest Neighbor Search in High Dimensions
• Dense Passage Retrieval for Open-Domain Question Answering
• Multimodal Machine Learning for Automated ICD Coding
• Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation
• Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
• Publicly Available Clinical BERT Embeddings

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