A consortium of fine-tuned VLMs plus a reasoning LLM is proposed for H-reflex image analysis, but the claimed high accuracy is backed only by anecdotal examples.
Sallma: A software architecture for llm-based multi-agent systems
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
REJECT 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Standardization of Neuromuscular Reflex Analysis -- Role of Fine-Tuned Vision-Language Model Consortium and OpenAI gpt-oss Reasoning LLM Enabled Decision Support System
A consortium of fine-tuned VLMs plus a reasoning LLM is proposed for H-reflex image analysis, but the claimed high accuracy is backed only by anecdotal examples.