Tag: 3D medical imaging
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DyABD: Dynamic Abdominal Muscle Segmentation MRI Dataset
Discover DyABD, the first dynamic MRI benchmark for abdominal muscle segmentation, aiding research on hernias and improving medical imaging accuracy.
Hybrid CNN-ViT Model with Adaptive Attention for Brain Tumor MRI
Discover a hybrid CNN-ViT deep learning model with adaptive attention gate that boosts brain tumor MRI classification accuracy to 97.6%.
Interpretable Diabetic Retinopathy Grading with CNN-Transformer Models
Discover how CNN-transformer ensembles improve diabetic retinopathy grading with visual explainability and vision-language model insights for clinical use.
CheXmix: Advanced Vision-Language Model for Medical Imaging
Discover CheXmix, a unified generative pretrained model enhancing vision-language integration for improved accuracy in medical imaging diagnostics.
VS-DDPM: Fast, Efficient Diffusion Model for Medical Imaging
Discover VS-DDPM, a low-cost diffusion model boosting speed and quality in medical image translation and synthesis for real-time healthcare applications.