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Titlebook: Medical Applications with Disentanglements; First MICCAI Worksho Jana Fragemann,Jianning Li,Jens Kleesiek Conference proceedings 2023 The E

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发表于 2025-3-23 13:39:31 | 显示全部楼层
HSIC-InfoGAN: Learning Unsupervised Disentangled Representations by Maximising Approximated Mutual Ial auxiliary network. We qualitatively compare the level of disentanglement in each model, suggest a strategy to tune the hyperparameters of HSIC-InfoGAN, and discuss the potential of HSIC-InfoGAN for medical applications.
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Low-Rank and Sparse Metamorphic Autoencoders for Unsupervised Pathology Disentanglementcal images by integrating a low-rank and sparse decomposition into the training process. Experiments show that this method can reliably be used for unsupervised pathology disentanglement opening perspectives for unsupervised pathology segmentation, pseudo-healthy image synthesis and conditional image generation.
发表于 2025-3-23 22:58:22 | 显示全部楼层
0302-9743 de range of medical applications, like brain age prediction, skull reconstruction and unsupervised pathology disentanglement.978-3-031-25045-3978-3-031-25046-0Series ISSN 0302-9743 Series E-ISSN 1611-3349
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Jana Fragemann,Xiao Liu,Jianning Li,Sotirios A. Tsaftaris,Jan Egger,Jens Kleesiek, the so-called paraxial or Gaussian optics, must then be further refined by taking account of aberrations and finally by exact raytracing before the design is constructed. The Gaussian theory is represented by the linear terms in a power series in several variables which represents the behaviour of
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, the so-called paraxial or Gaussian optics, must then be further refined by taking account of aberrations and finally by exact raytracing before the design is constructed. The Gaussian theory is represented by the linear terms in a power series in several variables which represents the behaviour of
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Hristina Uzunova,Heinz Handels,Jan Ehrhardtsort of raw material is employed as an input factor which can be processed to n different products by a single-stage production.. Thus the problem of planning the product range involves choosing the sort of product to be produced amongst the n technically possible ones, and simultaneously, fixing th
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