Výsledky vyhledávání - "Hu, Qingqiao"

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Learning Brain Tumor Representation in 3D High-Resolution MR Images via Interpretable State Space Models

Autor: Hu, Qingqiao, Zhang, Daoan, Luo, Jiebo, Gong, Zhenyu, Wiestler, Benedikt, Zhang, Jianguo, Li, Hongwei Bran

Learning meaningful and interpretable representations from high-dimensional volumetric magnetic resonance (MR) images is essential for advancing personalized medicine. While Vision Transformers (ViTs) have shown promise in handling image data, their

Externí odkaz: http://arxiv.org/abs/2409.07746

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Inter-Rater Uncertainty Quantification in Medical Image Segmentation via Rater-Specific Bayesian Neural Networks

Autor: Hu, Qingqiao, Wang, Hao, Luo, Jing, Luo, Yunhao, Zhangg, Zhiheng, Kirschke, Jan S., Wiestler, Benedikt, Menze, Bjoern, Zhang, Jianguo, Li, Hongwei Bran

Automated medical image segmentation inherently involves a certain degree of uncertainty. One key factor contributing to this uncertainty is the ambiguity that can arise in determining the boundaries of a target region of interest, primarily due to v

Externí odkaz: http://arxiv.org/abs/2306.16556

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Domain-Adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach

Autor: Hu, Qingqiao, Li, Hongwei, Zhang, Jianguo

Medical image synthesis has attracted increasing attention because it could generate missing image data, improving diagnosis and benefits many downstream tasks. However, so far the developed synthesis model is not adaptive to unseen data distribution

Externí odkaz: http://arxiv.org/abs/2207.00844

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