Non-Athersclerotic Vascular Disease by Drs Broncano, Ghoshhajra, @katehanneman.bsky.social , Robb
✅Remember diff patterns of involvement (TKA vs GCA)
✅Beading 📿 in FMD
✅Arch sidedness is determined by bronchus crossed
✅TAA in the young or unusual think of HTAD
#RSNA24 #cvrad #radsky #radiology
✅Remember diff patterns of involvement (TKA vs GCA)
✅Beading 📿 in FMD
✅Arch sidedness is determined by bronchus crossed
✅TAA in the young or unusual think of HTAD
#RSNA24 #cvrad #radsky #radiology
December 5, 2024 at 9:15 PM
Non-Athersclerotic Vascular Disease by Drs Broncano, Ghoshhajra, @katehanneman.bsky.social , Robb
✅Remember diff patterns of involvement (TKA vs GCA)
✅Beading 📿 in FMD
✅Arch sidedness is determined by bronchus crossed
✅TAA in the young or unusual think of HTAD
#RSNA24 #cvrad #radsky #radiology
✅Remember diff patterns of involvement (TKA vs GCA)
✅Beading 📿 in FMD
✅Arch sidedness is determined by bronchus crossed
✅TAA in the young or unusual think of HTAD
#RSNA24 #cvrad #radsky #radiology
A self-supervised text-vision framework that can accurately detect clinically relevant brain MRI abnormalities without expert-labelled training data https://doi.org/10.1148/ryai.240619 #CMR2026 #CVRad #radiology
February 7, 2026 at 3:15 AM
A self-supervised text-vision framework that can accurately detect clinically relevant brain MRI abnormalities without expert-labelled training data https://doi.org/10.1148/ryai.240619 #CMR2026 #CVRad #radiology
Retrieval-augmented generation (#RAG) integrates task-specific expert knowledge into #LLM queries https://doi.org/10.1148/ryai.240790 @uni-freiburg.de #SCCT2025 #CVRad #radiology
July 18, 2025 at 7:15 AM
Retrieval-augmented generation (#RAG) integrates task-specific expert knowledge into #LLM queries https://doi.org/10.1148/ryai.240790 @uni-freiburg.de #SCCT2025 #CVRad #radiology
Rare pediatric high-grade glioma dataset includes multiparametric MRI scans from multiple institutions https://doi.org/10.1148/ryai.250902 #SCCT2026 #CVRad #radiology
July 9, 2026 at 7:15 AM
Rare pediatric high-grade glioma dataset includes multiparametric MRI scans from multiple institutions https://doi.org/10.1148/ryai.250902 #SCCT2026 #CVRad #radiology
A new multiagent framework show promise for automated monitoring of radiology AI tools https://doi.org/10.1148/ryai.250923 #SCCT2026 #CVRad #radiology
July 12, 2026 at 11:15 PM
A new multiagent framework show promise for automated monitoring of radiology AI tools https://doi.org/10.1148/ryai.250923 #SCCT2026 #CVRad #radiology
Quantifying postimplementation AI-radiologist concordance for pulmonary embolism detection on pulmonary angiography exams https://doi.org/10.1148/ryai.250017 #SCCT2026 #CVRad #radiology
July 11, 2026 at 3:15 PM
Quantifying postimplementation AI-radiologist concordance for pulmonary embolism detection on pulmonary angiography exams https://doi.org/10.1148/ryai.250017 #SCCT2026 #CVRad #radiology
An iterative training approach, the expert-guided annotation loop, for efficient reference standard medical image segmentation https://doi.org/10.1148/ryai.250200 @muellerrom.bsky.social #CIRSE2026 #IRad #CVRad #radiology
September 8, 2026 at 3:15 PM
An iterative training approach, the expert-guided annotation loop, for efficient reference standard medical image segmentation https://doi.org/10.1148/ryai.250200 @muellerrom.bsky.social #CIRSE2026 #IRad #CVRad #radiology
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
October 25, 2025 at 11:15 PM
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
Novel multitask #DeepLearning framework for automated detection & localization of aortic #endoleak https://doi.org/10.1148/ryai.240392 #SCCT2025 #CVRad #radiology
July 17, 2025 at 11:15 AM
Novel multitask #DeepLearning framework for automated detection & localization of aortic #endoleak https://doi.org/10.1148/ryai.240392 #SCCT2025 #CVRad #radiology
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
October 25, 2025 at 3:15 AM
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
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
October 24, 2025 at 11:15 PM
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
An algorithmic framework was developed to identify and quantify shortcut learning and bias driven by exposure parameters in chest radiographs, revealing hidden sources of bias in medical artificial intelligence. https://doi.org/10.1148/ryai.250731 #CIRSE2026 #IRad #CVRad #radiology
September 7, 2026 at 11:15 AM
An algorithmic framework was developed to identify and quantify shortcut learning and bias driven by exposure parameters in chest radiographs, revealing hidden sources of bias in medical artificial intelligence. https://doi.org/10.1148/ryai.250731 #CIRSE2026 #IRad #CVRad #radiology
Privacy-preserving Federated Learning and Uncertainty Quantification in Medical Imaging https://doi.org/10.1148/ryai.240637 @moffittnews.bsky.social #SCCT2025 #CVRad #radiology
July 20, 2025 at 3:15 PM
Privacy-preserving Federated Learning and Uncertainty Quantification in Medical Imaging https://doi.org/10.1148/ryai.240637 @moffittnews.bsky.social #SCCT2025 #CVRad #radiology
Fully automated #DeepLearning method accurately detects endoleaks on #DSA imaging after #EVAR procedures https://doi.org/10.1148/ryai.240392 #SCCT2025 #CVRad #radiology
July 18, 2025 at 11:15 AM
Fully automated #DeepLearning method accurately detects endoleaks on #DSA imaging after #EVAR procedures https://doi.org/10.1148/ryai.240392 #SCCT2025 #CVRad #radiology
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 #CIRSE2025 #IRad #CVRad #radiology
September 13, 2025 at 11:15 AM
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 #CIRSE2025 #IRad #CVRad #radiology
#DeepLearning model accurately detected & classified focal #liver lesions https://doi.org/10.1148/ryai.240531 #CIRSE2025 #IRad #CVRad #radiology
September 13, 2025 at 7:15 AM
#DeepLearning model accurately detected & classified focal #liver lesions https://doi.org/10.1148/ryai.240531 #CIRSE2025 #IRad #CVRad #radiology
A new commentary discusses the consequences of LLM labeling errors for AI performance evaluations https://doi.org/10.1148/ryai.251044 #CMR2026 #CVRad #radiology
February 4, 2026 at 11:15 PM
A new commentary discusses the consequences of LLM labeling errors for AI performance evaluations https://doi.org/10.1148/ryai.251044 #CMR2026 #CVRad #radiology
Modeling whole-body, CT-derived anatomic volumes to establish reference charts for the adult lifespan https://doi.org/10.1148/ryai.250506 #ACVC2026 #Cardiology #CVRad #radiology
March 22, 2026 at 3:15 AM
Modeling whole-body, CT-derived anatomic volumes to establish reference charts for the adult lifespan https://doi.org/10.1148/ryai.250506 #ACVC2026 #Cardiology #CVRad #radiology
Generative #AI model predicted functional small airway disease (sensitivity 86.3%; AUC 0.86) https://doi.org/10.1148/ryai.240680 #SCCT2025 #CVRad #radiology
July 19, 2025 at 11:15 PM
Generative #AI model predicted functional small airway disease (sensitivity 86.3%; AUC 0.86) https://doi.org/10.1148/ryai.240680 #SCCT2025 #CVRad #radiology
#DeepLearning detection of heart disease in emergency patients with acute chest pain https://doi.org/10.1148/ryai.240459 #SCCT2025 #CVRad #radiology
July 19, 2025 at 7:15 AM
#DeepLearning detection of heart disease in emergency patients with acute chest pain https://doi.org/10.1148/ryai.240459 #SCCT2025 #CVRad #radiology
Predicting Major Adverse Cardiac Events Using Deep Learning–based Coronary Artery Disease Analysis at CT Angiography https://doi.org/10.1148/ryai.240459 #CVRad #DeepLearning #MachineLearning
April 21, 2025 at 7:15 PM
Predicting Major Adverse Cardiac Events Using Deep Learning–based Coronary Artery Disease Analysis at CT Angiography https://doi.org/10.1148/ryai.240459 #CVRad #DeepLearning #MachineLearning
#DeepLearning model accurately detected & classified focal #liver lesions https://doi.org/10.1148/ryai.240531 #CIRSE2025 #IRad #CVRad #radiology
September 17, 2025 at 11:15 AM
#DeepLearning model accurately detected & classified focal #liver lesions https://doi.org/10.1148/ryai.240531 #CIRSE2025 #IRad #CVRad #radiology
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
October 23, 2025 at 7:15 PM
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
Explainable MRI #DeepLearning model for diagnosis of focal #liver lesions https://doi.org/10.1148/ryai.240531 #CIRSE2025 #IRad #CVRad #radiology
September 15, 2025 at 11:15 AM
Explainable MRI #DeepLearning model for diagnosis of focal #liver lesions https://doi.org/10.1148/ryai.240531 #CIRSE2025 #IRad #CVRad #radiology
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 #CVRad #CardiacCine #ML
December 9, 2025 at 7:15 AM
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 #CVRad #CardiacCine #ML