Author

A. Yazdani

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#large language models Open access Sep 2026

Knowledge-enhanced LLMs for multilingual biomedical concept normalization: a multilingual benchmarking and behavioral analysis

It is demonstrated that structured knowledge enrichment is critical for effective LLM-based multilingual concept normalization, while surface-form sensitivity and positional biases remain important challenges for fully automated clinical pipelines.

H. Rouhizadeh, A. Yazdani, Boya Zhang et al. · npj Digital Medicine · 0 citations

Open access Aug 2026

Human-Level Extraction of Modified Rankin Scale Scores from Real-World Neurosurgical Clinical Notes Using a Locally Deployed, Quantized Large Language Model

The computationally optimized LLM demonstrated human-level classification reliability without task-specific fine-tuning and successfully addresses key patient data privacy barriers and the formatting inconsistencies typical of open-ended generative models.

A. Bornet, Abiram Sandralegar, A. Yazdani et al. · Machine Learning and Knowled... · 0 citations