Aug 30, 2021 · Our framework introduces multiple-layer generative adversarial networks called Lung-GANs that learn interpretable representations of lung disease images using ...

Sep 4, 2021 · In this article, we propose a deep unsupervised framework to classify lung diseases from chest CT and X-ray images.

Jun 16, 2023 · In light of this, we present a DL-based unsupervised framework called Lung-GANs to classify lung diseases from chest X-ray and CT images.

Lung-GANs is a deep unsupervised framework to classify lung diseases from chest CT and X-ray images.

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Jan 1, 2024 · Lung-GANs: Unsupervised representation learning for lung disease classification using chest CT and X-Ray images. IEEE Trans. Eng. Manage ...

Apr 1, 2023 · This study aimed to synthesize artificial lung images from corresponding positional and semantic annotations using two generative adversarial networks and ...

A comparison of a novel model for lung disease classification from chest CT and CXR images was presented in this paper.

Jul 27, 2022 · One method proposed for solving this problem is data augmentation using fictitious images generated by generative adversarial networks (GANs).