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