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Prediction of Early Neoadjuvant Chemotherapy Response of Breast Cancer through Deep Learning-based Pharmacokinetic Quantification of DCE MRI https://doi.org/10.1148/ryai.240769 #ESCR2025 #CVRad #radiology
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Single Inspiratory Chest CT-based Generative Deep Learning Models to Evaluate Functional Small Airway Disease https://doi.org/10.1148/ryai.240680 #ESCR2025 #CVRad #radiology
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A new MRI denoising method, SNRAware, improves SNR in analyses of phantoms, an internal test set, and four external test sets https://doi.org/10.1148/ryai.250227 @ucl.ac.uk #ESCR2025 #CVRad #radiology
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MammosighTR: Nationwide Breast Cancer Screening Mammogram Dataset with BI-RADS Annotations for Artificial Intelligence Applications https://doi.org/10.1148/ryai.240841 #ESCR2025 #CVRad #radiology
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Technical feasibility of implementing homomorphic encryption in #DL models for privacy-preserving CT image analysis of renal masses https://doi.org/10.1148/ryai.240798 #ESCR2025 #CVRad #radiology
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Improving the generalizability of pCR prediction in #BreastCancer by using #DeepLearning for pharmacokinetic quantification of DCE MRI https://doi.org/10.1148/ryai.240769 #ESCR2025 #CVRad #radiology
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Can one train an #AI model for #LungNodule malignancy risk with only 20% of the training data? https://doi.org/10.1148/ryai.240636 #ESCR2025 #CVRad #radiology
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SNRAware: Improved Deep Learning MRI Denoising with Signal-to-noise Ratio Unit Training and G-factor Map Augmentation https://doi.org/10.1148/ryai.250227 @ucl.ac.uk #ESCR2025 #CVRad #radiology
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Deep learning method for lumbar paraspinal muscle segmentation on MRI https://doi.org/10.1148/ryai.240833 @griffith.edu.au #ESCR2025 #CVRad #radiology
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Optimizing Federated Learning Configurations for MRI Prostate Segmentation and Cancer Detection: A Simulation Study https://doi.org/10.1148/ryai.240485 @rug.nl @nkinl.bsky.social #ESCR2025 #CVRad #radiology
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Turkish national mammography dataset includes CT & full-field digital mammography images, specifically mediolateral oblique and craniocaudal views https://doi.org/10.1148/ryai.240841 #ESCR2025 #CVRad #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 #ESCR2025 #CVRad #radiology
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A #DeepLearning MRI denoising method using signal-to-noise ratio unit reconstruction and g-factor augmentation to analyze noise distributions https://doi.org/10.1148/ryai.250227 @ucl.ac.uk #ESCR2025 #CVRad #radiology
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Characterizing the Impact of Training Data on Generalizability: Application in Deep Learning to Estimate Lung Nodule Malignancy Risk https://doi.org/10.1148/ryai.240636 #ESCR2025 #CVRad #radiology
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Automated Deep Learning-based Segmentation of the Dentate Nucleus Using Quantitative Susceptibility Mapping MRI https://doi.org/10.1148/ryai.240478 #ESCR2025 #CVRad #radiology
Symposium: EC DNA
Fantastic talk by Paul Mischel highlighting the multitude of mechanisms by which ecDNAs drive tumour heterogeneity and resistance to therapy!
#ESCR2025
