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Development of Privacy-preserving #DeepLearning Model with Homomorphic Encryption: A Technical Feasibility Study in Kidney CT Imaging https://doi.org/10.1148/ryai.240798 #ASER2025 #EMRad #radiology
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Privacy-preserving Deep Learning in Medical Imaging: Feasibility and Challenges https://doi.org/10.1148/ryai.250682 #ASER2025 #EMRad #radiology
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Generative model, using a single inspiratory CT, outperformed existing algorithms in parametric response map evaluation https://doi.org/10.1148/ryai.240680 #ASER2025 #EMRad #radiology
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CoRaX #AI system helps radiologists detect abnormalities on chest radiographs https://doi.org/10.1148/ryai.240277 @uh.edu #ASER2025 #EMRad #radiology
Image from article in Radiology: Artificial Intelligence
Development of Privacy-preserving #DeepLearning Model with Homomorphic Encryption: A Technical Feasibility Study in Kidney CT Imaging https://doi.org/10.1148/ryai.240798 #ASER2025 #EMRad #radiology
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Technical feasibility demonstration shows homomorphic encryption can achieve comparable diagnostic accuracy to nonencrypted models https://doi.org/10.1148/ryai.250682 #ASER2025 #EMRad #radiology
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Generative #AI method reduces radiation dose & produces parametric response map parameters using only inspiratory-phase CT https://doi.org/10.1148/ryai.240680 #ASER2025 #EMRad #radiology
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#CoRaX demonstrated potential to aid radiologists in detecting abnormalities on CXRs by identifying & correcting perceptual errors https://doi.org/10.1148/ryai.240277 @uh.edu #ASER2025 #EMRad #radiology
Day 2 of #aser2025! So proud of our residents Olivia Thoroughman and Wilfred Furtado on their excellent presentations! 💪🎉 @rad-jtlee.bsky.social
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#DeepLearning automated lumbar paraspinal muscle segmentation, muscle volume quantification, & fatty infiltration assessment on #MRI https://doi.org/10.1148/ryai.240833 @griffith.edu.au #ASER2025 #EMRad #radiology
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Rigor vs. transparency in @US_FDA marketing authorization of AI-enabled #MedicalDevices https://doi.org/10.1148/ryai.250369 @danafarber.bsky.social @fda.gov #ASER2025 #EMRad #radiology
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Generative #AI model predicted functional small airway disease (sensitivity 86.3%; AUC 0.86) https://doi.org/10.1148/ryai.240680 #ASER2025 #EMRad #radiology
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Let’s Agree to Be Wrong: Transforming Alzheimer Disease Diagnosis https://doi.org/10.1148/ryai.250686 #ASER2025 #EMRad #radiology
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Fine-tuning federated learning improves #ProstateCancer detection https://doi.org/10.1148/ryai.240485 @rug.nl @nkinl.bsky.social #ASER2025 #EMRad #radiology
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CoRaX #AI system helps radiologists detect abnormalities on chest radiographs https://doi.org/10.1148/ryai.240277 @uh.edu #ASER2025 #EMRad #radiology
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A milestone in the evolution of medical imaging AI from specialists to generalists https://doi.org/10.1148/ryai.250624 #ASER2025 #EMRad #radiology
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Distinguishing between Rigor and Transparency in FDA Marketing Authorization of AI-enabled Medical Devices https://doi.org/10.1148/ryai.250369 @danafarber.bsky.social @fda.gov #ASER2025 #EMRad #radiology
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A #DeepLearning pharmacokinetic parametric mapping method for early pCR prediction using multiphasic DCE-MRI https://doi.org/10.1148/ryai.240769 #ASER2025 #EMRad #radiology
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Multicenter Validation of Automated Segmentation and Composition Analysis of Lumbar Paraspinal Muscles Using Multisequence MRI https://doi.org/10.1148/ryai.240833 @griffith.edu.au #ASER2025 #EMRad #radiology
