同步信息
发表于 2025-3-28 15:16:19
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可行
发表于 2025-3-28 19:12:19
ViTBIS: Vision Transformer for Biomedical Image SegmentationMRI segmentation dataset and Spleen CT segmentation dataset. Without bells and whistles, our network outperforms most of the previous state of the art CNN and transformer based models using Dice score and the Hausdorff distance as the evaluation metrics.
quiet-sleep
发表于 2025-3-29 01:30:01
https://doi.org/10.1007/978-981-16-4023-0on accuracy and system usefulness. In addition, the proposed method’s inference was 0.5 min on average, around 8-times faster than the 3D U-Net’s. Although subsequent processes still require more than 20 min for each case, utilizing lightweight networks is essential for practical use in the future, especially for emergency diagnosis.
Congruous
发表于 2025-3-29 06:16:43
https://doi.org/10.1007/978-981-16-4023-0 a Sparse Graph Variational Auto-encoder. Our model can detect the latent communities between EEG channels in a non-parametric Bayesian way and provide uncertainty information of model prediction. Extensive experiments have been conducted to justify the effectiveness of our model and the results show that uncertainty information can help a lot.
绊住
发表于 2025-3-29 07:33:54
Rural migrants in urban settingaforementioned multi-task scenarios. In this paper, we investigate heterogeneous optimization methods that show improvements for the automated segmentation of pancreas and pancreatic tumors in abdominal CT images with FL settings.
无能的人
发表于 2025-3-29 11:27:56
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atrophy
发表于 2025-3-29 19:13:34
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节约
发表于 2025-3-29 20:44:32
Multi-task Federated Learning for Heterogeneous Pancreas Segmentationaforementioned multi-task scenarios. In this paper, we investigate heterogeneous optimization methods that show improvements for the automated segmentation of pancreas and pancreatic tumors in abdominal CT images with FL settings.
Free-Radical
发表于 2025-3-30 00:39:01
Generation of Patient-Specific, Ligamentoskeletal, Finite Element Meshes for Scoliosis Correction Plces demonstrate vertebrae and intervertebral disc fitting accuracy of the automatic methodology. In severe AIS cases, when CNN segmentations fail due to overfitting, a semi-automatic step augments the automatic method. The generated FE meshes can provide the basis for biomechanical simulations seeki
deface
发表于 2025-3-30 05:56:40
Attention-Guided Pancreatic Duct Segmentation from Abdominal CT Volumescessary features. We employ a multi-scale aggregation to combine the information at different scales to improve the segmentation performance further. Our proposed multi-scale pancreatic attention-guided approach achieved a Dice score of 54.16% on dilated pancreatic duct dataset, which shows a signif