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Titlebook: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries; 7th International Wo Alessandro Crimi,Spyridon Bakas Conferen

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发表于 2025-4-1 02:05:05 | 显示全部楼层
https://doi.org/10.1007/978-4-431-55807-1nes. The evaluation of our solution on 570 unseen testing cases resulted in Dice scores of 86.28, 87.12 and 92.10, and Hausdorff distance of 14.36, 17.48 and 5.37 mm for the enhancing tumor, tumor core and whole tumor, respectively.
发表于 2025-4-1 06:11:49 | 显示全部楼层
Advances in Japanese Business and Economics was inspired by Ensembles of Multiple Models and Architectures. In this paper, we train different sub-models separately. Then we train a gating network to credit the inference result from each individual model to get a better result.
发表于 2025-4-1 12:07:24 | 显示全部楼层
Advances in Japanese Business and Economicsvalidation dataset, obtaining an average dice similarity coefficient (DSC) of 0.911, 0.850, 0.816, and average . percentile of Hausdorff distance (HD95) of 4.58, 8.959, 10.400, for whole tumor, tumor core, and enhancing tumor, respectively.
发表于 2025-4-1 15:36:45 | 显示全部楼层
A Theoretical Framework of Mixed Systemsace in the final ranking on unseen test data, achieving a dice score of 88.35%, 88.78%, 93.19% for the enhancing tumor, the tumor core, and the whole tumor, respectively. The codes, pretrained weights, and docker image for the winning submission are publicly available. (. .)
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发表于 2025-4-2 01:00:59 | 显示全部楼层
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