AIBullisharXiv – CS AI · 10h ago6/10
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PromptDx: Differentiable Prompt Tuning for Multimodal In-Context Alzheimer's Diagnosis
Researchers introduce PromptDx, a novel AI framework that combines differentiable prompt tuning with multimodal learning to diagnose Alzheimer's Disease using MRI and biomarker data. The method achieves competitive performance using only 1% of context samples compared to 30% in standard approaches, demonstrating significant data efficiency gains for medical imaging applications.