使困惑
发表于 2025-3-28 14:36:13
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mitten
发表于 2025-3-28 20:58:22
A Learning-Free Approach to Mitigate Abnormal Deformations in Medical Image Registrationh the input images of the registration model and the model weights at inference, making it adaptable to a wide range of deep-learning-based medical image registration models. Next, the proposed approach uses the variabilities in the estimated registration deformation fields to mitigate significant d
闷热
发表于 2025-3-29 02:13:31
Deformable MRI Sequence Registration for AI-Based Prostate Cancer Diagnosiss. Rigid registration showed no improvement. Deformable registration demonstrated a substantial improvement in lesion overlap (+10% median Dice score) and a positive yet non-significant improvement in diagnostic performance (+0.3% AUROC, p = 0.18). Our investigation shows that a substantial improvem
SHRIK
发表于 2025-3-29 05:42:30
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buoyant
发表于 2025-3-29 10:34:41
Deep Learning Multi-channel Structural and Diffusion Tensor Neonatal Image Registration common atlas space. We apply the technique to align multi-channel datasets composed of structural .-weighted (.w) MRI and DTI maps into atlas space. The quantitative and qualitative evaluation confirmed that when we use the two modalities we obtain good alignment of anatomical structures, while als
凶猛
发表于 2025-3-29 15:19:54
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伸展
发表于 2025-3-29 18:25:42
Valentina Cuccio,Mario Grazianoattention registration part to register the image with the proper receptive field. Comprehensive experimental results on the brain and liver datasets show that our proposed confidence-guided network significantly improves registration accuracy over existing methods for large deformation registration
Robust
发表于 2025-3-29 23:12:49
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Pudendal-Nerve
发表于 2025-3-30 00:24:08
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Entirety
发表于 2025-3-30 06:19:10
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