2 papers
cs.CV2026
CheXmix: Unified Generative Pretraining for Vision Language Models in Medical Imaging
Ashwin Kumar, Robbie Holland, Corey Barrett +8
Recent medical multimodal foundation models are built as multimodal LLMs (MLLMs) by connecting a CLIP-pretrained vision encoder to an LLM using LLaVA-style finetuning. This two-sta…
eess.IV2024
Deep Learning-Based Prediction of PET Amyloid Status Using Multi-Contrast MRI
Donghoon Kim, Jon Andre Ottesen, Ashwin Kumar +5
Identifying amyloid-beta positive patients is crucial for determining eligibility for Alzheimer's disease (AD) clinical trials and new disease-modifying treatments, but currently r…