小平面 发表于 2025-3-23 10:31:34

GAN for Augmenting Cardiac MRI Segmentation,es greatly between facilities, vendors, and individuals with diverse cardiovascular conditions. Because most deep learning-based segmentation algorithms are taught using a small number of ground truth annotations, they may not translate well to unseen MR images due to differences in training and tes

Rejuvenate 发表于 2025-3-23 14:26:11

WGAN for Data Augmentation,on. However, it is sometimes difficult and expensive to generate such realistic synthetic data that mimic the original distribution of the data set. Therefore, augmentation of data is essential to expand the size of the data set used for learning purpose while introducing more variety in what the mo

贝雷帽 发表于 2025-3-23 20:11:27

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短程旅游 发表于 2025-3-24 01:11:53

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indubitable 发表于 2025-3-24 05:28:51

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forager 发表于 2025-3-24 07:42:32

Christoph Kochhan,Jennifer Bannertstudy consists of the introduction of generative models, the idea behind the GANs and their algorithm, problems faced by GANs while training it, mode collapse problem with brief introduction of what GANs cannot produce, and, finally, the GAN methods or algorithms which reduce the mode collapse.

CRUE 发表于 2025-3-24 12:39:28

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Gratulate 发表于 2025-3-24 17:37:49

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Certainty 发表于 2025-3-24 22:44:40

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Lipoprotein 发表于 2025-3-25 02:38:08

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查看完整版本: Titlebook: GANs for Data Augmentation in Healthcare; Arun Solanki,Mohd Naved Book 2023 The Editor(s) (if applicable) and The Author(s), under exclusi