Roni Ramon-Gonen

From 2D Vision–Language Models to Volumetric Medical AI: Large Language Models and Foundation Models for 3D Medical Imaging

Multimodal large language models (MLLMs) and vision–language models (VLMs) have rapidly entered medicine, demonstrating promising performance in clinical reasoning, radiology report generation, and visual question answering (VQA). However, many current multimodal architectures and pretrained visual backbones remain fun...