microbe 发表于 2025-3-21 16:42:01
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Deep Learning Based Geometric Registration for Medical Images: How Accurate Can We Get Without Visuae registration. Multi-scale encoder-decoder network architectures achieve state-of-the-art accuracy on tasks such as intra-patient alignment of abdominal CT or brain MRI registration, especially when additional supervision, such as anatomical labels, is available. The success of these methods relies牌带来 发表于 2025-3-22 01:54:58
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Multiple-Shooting Adjoint Method for Whole-Brain Dynamic Causal Modelingns between underlying neural populations based on functional neuroimaging data. DCM is typically analyzed with the expectation-maximization (EM) algorithm. However, because the inversion of a large-scale continuous system is difficult when noisy observations are present, DCM by EM is typically limit沉着 发表于 2025-3-22 15:32:27
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Enabling Data Diversity: Efficient Automatic Augmentation via Regularized Adversarial Trainingzation performance. In medical image analysis, a well-designed augmentation policy usually requires much expert knowledge and is difficult to generalize to multiple tasks due to the vast discrepancies among pixel intensities, image appearances, and object shapes in different medical tasks. To automaACE-inhibitor 发表于 2025-3-22 21:45:45
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