most citedVision Language Models versus Machine Learning Models Performance on Polyp Detection and Classification in Colonoscopy Images

3 citations · 3 across the 1 of their papers we have counts for

collaborators

2 papers

eess.IV2025★ 3 cited

Vision Language Models versus Machine Learning Models Performance on Polyp Detection and Classification in Colonoscopy Images

Mohammad Amin Khalafi, Seyed Amir Ahmad Safavi-Naini, Ameneh Salehi +13

Introduction: This study provides a comprehensive performance assessment of vision-language models (VLMs) against established convolutional neural networks (CNNs) and classic machi…

cs.CL2024

Vision-Language and Large Language Model Performance in Gastroenterology: GPT, Claude, Llama, Phi, Mistral, Gemma, and Quantized Models

Seyed Amir Ahmad Safavi-Naini, Shuhaib Ali, Omer Shahab +15

Background and Aims: This study evaluates the medical reasoning performance of large language models (LLMs) and vision language models (VLMs) in gastroenterology. Methods: We used…