Beware of diffusion models for synthesizing medical images—a comparison with GANs in terms of memorizing brain MRI and chest x-ray images

Research article (Machine Learning Science and Technology, 2024) · cited 17× · AI/ML
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Beware of diffusion models for synthesizing medical images—a comparison with GANs in terms of memorizing brain MRI and chest x-ray images

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Beware of diffusion models for synthesizing medical images—a comparison with GANs in terms of memorizing brain MRI and chest x-ray images is a scholarly article[1].

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  • Beware of diffusion models for synthesizing medical images—a comparison with GANs in terms of memorizing brain MRI and chest x-ray images's a comparison with GANs in terms of memorizing brain MRI and chest x-ray images — instance of is recorded as scholarly article[2].

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APA 4ort.xyz Knowledge Graph. (2026). Beware of diffusion models for synthesizing medical images—a comparison with GANs in terms of memorizing brain MRI and chest x-ray images. Retrieved May 24, 2026, from https://4ort.xyz/entity/beware-of-diffusion-models-for-synthesizing-medical-imagesa-comparison-with-gans-in-terms-of-memorizing-brain-mri-and-ch
MLA “Beware of diffusion models for synthesizing medical images—a comparison with GANs in terms of memorizing brain MRI and chest x-ray images.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/beware-of-diffusion-models-for-synthesizing-medical-imagesa-comparison-with-gans-in-terms-of-memorizing-brain-mri-and-ch.
BibTeX @misc{4ortxyz_beware-of-diffusion-models-for-synthesizing-medical-imagesa-comparison-with-gans-in-terms-of-memorizing-brain-mri-and-ch_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Beware of diffusion models for synthesizing medical images—a comparison with GANs in terms of memorizing brain MRI and chest x-ray images}}, year = {2026}, url = {https://4ort.xyz/entity/beware-of-diffusion-models-for-synthesizing-medical-imagesa-comparison-with-gans-in-terms-of-memorizing-brain-mri-and-ch}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Beware of diffusion models for synthesizing medical images—a comparison with GANs in terms of memorizing brain MRI and chest x-ray images — https://4ort.xyz/entity/beware-of-diffusion-models-for-synthesizing-medical-imagesa-comparison-with-gans-in-terms-of-memorizing-brain-mri-and-ch (retrieved 2026-05-24)

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