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eess.IV2024
NestedMorph: Enhancing Deformable Medical Image Registration with Nested Attention Mechanisms
Gurucharan Marthi Krishna Kumar, Janine Mendola, Amir Shmuel
Deformable image registration is crucial for aligning medical images in a nonlinear fashion across different modalities, allowing for precise spatial correspondence between varying…
eess.IV2024
MedVisionLlama: Leveraging Pre-Trained Large Language Model Layers to Enhance Medical Image Segmentation
Gurucharan Marthi Krishna Kumar, Aman Chadha, Janine Mendola +1
Large Language Models (LLMs), known for their versatility in textual data, are increasingly being explored for their potential to enhance medical image segmentation, a crucial task…