March 29, 2025Open Access

GPT4LFS (generative pretrained transformer 4 omni for lumbar foramina stenosis): enhancing lumbar foraminal stenosis image classification through large multimodal models

Structured PICO

Does the GPT4LFS model achieve image categorization accuracy comparable to professional clinicians for lumbar foraminal stenosis?

Population

Lumbar foraminal stenosis images

Intervention

GPT4LFS model (generative pretrained transformer 4 omni)

Comparator

Professional clinicians

Outcome

Image categorization accuracy and feature description capacitysurrogate

The GPT4LFS model performs comparably to professional clinicians in categorizing lumbar foraminal stenosis images.

Abstract

Using the GPT4LFS model for LFS image categorization demonstrated accuracy and the capacity for feature description at a level commensurate with that of professional clinicians.

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