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Swarm Learning for decentralized and confidential clinical machine learning2021 Nature article Computer Science Privacy-Preserving Technologies in Data Open access cited by 9 patents
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Deep learning in cancer pathology: a new generation of clinical biomarkers2020 British Journal of Cancer article Computer Science AI in cancer detection Open access cited by 2 patents
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Denoising diffusion probabilistic models for 3D medical image generation2023 Scientific Reports article Computer Science Generative Adversarial Networks and Image Synthesis Open access cited by 2 patents
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A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis2023 Scientific Reports article Computer Science Generative Adversarial Networks and Image Synthesis Open access
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Deep Learning–Based Segmentation and Quantification in Experimental Kidney Histopathology2020 Journal of the American Society of Nephrology article Computer Science AI in cancer detection Open access
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Automated detection and segmentation of non-small cell lung cancer computed tomography images2022 Nature Communications article Computer Science Medical Image Segmentation Techniques Open access
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Development and validation of deep learning classifiers to detect Epstein-Barr virus and microsatellite instability status in gastric cancer: a retrospective multicentre cohort study
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Adversarial attacks and adversarial robustness in computational pathology2022 Nature Communications article Computer Science Adversarial Robustness in Machine Learning Open access
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Artificial intelligence for detection of microsatellite instability in colorectal cancer—a multicentric analysis of a pre-screening tool for clinical application
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