upstart 发表于 2025-3-25 04:58:54

,Patch-Level Instance-Group Discrimination with Pretext-Invariant Learning for Colitis Scoring,k and several state-of-the-art SSL methods. Compared to the baseline (ResNet50) supervised classification our proposed PLD-PIRL obtained an improvement of 4.75% on hold-out test data and 6.64% on unseen center test data for top-1 accuracy.

radiograph 发表于 2025-3-25 11:13:41

,Whole Mammography Diagnosis via Multi-instance Supervised Discriminative Localization and Classificngthen localization ability of small lesions. A classification branch is used after the encoder to jointly train lesion classification and segmentation. The instance-based outputs are merged into the image-level both for segmentation and classification (SegMap and ClsMap). In step two, a whole mammo

follicular-unit 发表于 2025-3-25 15:15:32

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Melanoma 发表于 2025-3-25 16:21:01

,U-Net vs Transformer: Is U-Net Outdated in Medical Image Registration?,he proposed LKU-Net outperforms TransMorph by using only 1.12% of its parameters and 10.8% of its mult-adds operations. We further evaluate LKU-Net on a MICCAI Learn2Reg 2021 challenge dataset for inter-subject registration, our LKU-Net also outperforms TransMorph on this dataset and ranks first on

不出名 发表于 2025-3-25 20:37:02

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长处 发表于 2025-3-26 01:33:47

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弹药 发表于 2025-3-26 08:17:19

Automatic Grading of Emphysema by Combining 3D Lung Tissue Appearance and Deformation Map Using a Tr is used for tissue appearance of the lung while both together provide motion characteristics. Our ablation study shows that incorporating tissue appearance and lung motion accurately classifies all patients with different types and severity of emphysema against the non-emphysema cases. In addition

set598 发表于 2025-3-26 11:48:13

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毗邻 发表于 2025-3-26 14:46:17

s of aging research for some time. For example, the mTOR pathway, a regulator of translation and protein synthesis, has been identified as a common longevity pathway in yeast and Caenorhabditis elegans. In mamm978-1-61779-747-7978-1-60327-507-1

STING 发表于 2025-3-26 20:52:58

Junghwan Lee,Tingyi Wanyan,Qingyu Chen,Tiarnan D. L. Keenan,Benjamin S. Glicksberg,Emily Y. Chew,Zhis of aging research for some time. For example, the mTOR pathway, a regulator of translation and protein synthesis, has been identified as a common longevity pathway in yeast and Caenorhabditis elegans. In mamm978-1-61779-747-7978-1-60327-507-1
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查看完整版本: Titlebook: Machine Learning in Medical Imaging; 13th International W Chunfeng Lian,Xiaohuan Cao,Zhiming Cui Conference proceedings 2022 Springer Natur