#FederatedLearning enhances #prostate cancer detection https://doi.org/10.1148/ryai.240485 @rug.nl @nkinl.bsky.social #AOCMP2025 #medphys #RadPhys #radiology
September 29, 2025 at 3:15 PM
#FederatedLearning enhances #prostate cancer detection https://doi.org/10.1148/ryai.240485 @rug.nl @nkinl.bsky.social #AOCMP2025 #medphys #RadPhys #radiology
A Deep Learning Model to Predict Breast Cancer Recurrence Using Longitudinal Mammograms and Clinical Data https://doi.org/10.1148/ryai.260941 #AOCMP2026 #medphys #RadPhys #radiology
September 9, 2026 at 11:15 PM
A Deep Learning Model to Predict Breast Cancer Recurrence Using Longitudinal Mammograms and Clinical Data https://doi.org/10.1148/ryai.260941 #AOCMP2026 #medphys #RadPhys #radiology
Alignment of Policy, Practice, and Patient Safety for Trustworthy AI in Radiology https://doi.org/10.1148/ryai.250982 #AAPM2026 #RadPhys #medphys #radiology
July 22, 2026 at 7:15 AM
Alignment of Policy, Practice, and Patient Safety for Trustworthy AI in Radiology https://doi.org/10.1148/ryai.250982 #AAPM2026 #RadPhys #medphys #radiology
Assuring Transparency of AI Software after Deployment https://doi.org/10.1148/ryai.260811 #AOCMP2026 #medphys #RadPhys #radiology
September 12, 2026 at 3:15 AM
Assuring Transparency of AI Software after Deployment https://doi.org/10.1148/ryai.260811 #AOCMP2026 #medphys #RadPhys #radiology
#DeepLearning CT and MR segmentation model for the abdomen https://doi.org/10.1148/ryai.240586 #AAPM2025 #RadPhys #medphys #radiology
July 29, 2025 at 11:15 PM
#DeepLearning CT and MR segmentation model for the abdomen https://doi.org/10.1148/ryai.240586 #AAPM2025 #RadPhys #medphys #radiology
A deep learning model erases vessels from breast MRI https://doi.org/10.1148/ryai.250630 #AOCMP2026 #medphys #RadPhys #radiology
September 10, 2026 at 7:15 PM
A deep learning model erases vessels from breast MRI https://doi.org/10.1148/ryai.250630 #AOCMP2026 #medphys #RadPhys #radiology
The BraTS-Africa Dataset: Expanding the Brain Tumor Segmentation Data to Capture African Populations https://doi.org/10.1148/ryai.240528 #AAPM2025 #RadPhys #medphys #radiology
July 30, 2025 at 3:15 PM
The BraTS-Africa Dataset: Expanding the Brain Tumor Segmentation Data to Capture African Populations https://doi.org/10.1148/ryai.240528 #AAPM2025 #RadPhys #medphys #radiology
Commentary on emerging method to diagnose AD, 3D Nested Hierarchical Transformer (3DNesT) model https://doi.org/10.1148/ryai.250686 #AOCMP2025 #medphys #RadPhys #radiology
October 4, 2025 at 7:15 PM
Commentary on emerging method to diagnose AD, 3D Nested Hierarchical Transformer (3DNesT) model https://doi.org/10.1148/ryai.250686 #AOCMP2025 #medphys #RadPhys #radiology
Fine-tuning federated learning improves #ProstateCancer detection https://doi.org/10.1148/ryai.240485 @rug.nl @nkinl.bsky.social #AAPM2025 #RadPhys #medphys #radiology
July 31, 2025 at 3:15 AM
Fine-tuning federated learning improves #ProstateCancer detection https://doi.org/10.1148/ryai.240485 @rug.nl @nkinl.bsky.social #AAPM2025 #RadPhys #medphys #radiology
MR-Transformer predicts knee osteoarthritis progression to joint replacement using MRI https://doi.org/10.1148/ryai.240373 @cem.bsky.social @cai2r.net #AOCMP2025 #medphys #RadPhys #radiology
September 29, 2025 at 11:15 AM
MR-Transformer predicts knee osteoarthritis progression to joint replacement using MRI https://doi.org/10.1148/ryai.240373 @cem.bsky.social @cai2r.net #AOCMP2025 #medphys #RadPhys #radiology
After the 2024 FDA guidance, adoption of Predetermined Change Control Plans (PCCPs) increased among radiology AI devices, but better reporting transparency is needed. https://doi.org/10.1148/ryai.260385 #AOCMP2026 #medphys #RadPhys #radiology
September 10, 2026 at 7:15 AM
After the 2024 FDA guidance, adoption of Predetermined Change Control Plans (PCCPs) increased among radiology AI devices, but better reporting transparency is needed. https://doi.org/10.1148/ryai.260385 #AOCMP2026 #medphys #RadPhys #radiology
Introducing Dr. John Mayfield https://pubs.rsna.org/page/ai/blog/introducing-dr-mayfield @doctormayfield.bsky.social @rsnasky.bsky.social @harvardmed.bsky.social #AAPM2025 #RadPhys #medphys #radiology
July 27, 2025 at 11:15 PM
Introducing Dr. John Mayfield https://pubs.rsna.org/page/ai/blog/introducing-dr-mayfield @doctormayfield.bsky.social @rsnasky.bsky.social @harvardmed.bsky.social #AAPM2025 #RadPhys #medphys #radiology
MRSegmentator accurately segments 40 anatomic structures on MRI and generalized to CT https://doi.org/10.1148/ryai.240477 @kbressem.bsky.social #AOCMP2025 #medphys #RadPhys #radiology
October 3, 2025 at 7:15 AM
MRSegmentator accurately segments 40 anatomic structures on MRI and generalized to CT https://doi.org/10.1148/ryai.240477 @kbressem.bsky.social #AOCMP2025 #medphys #RadPhys #radiology
Impact on Cost and Expert Time of Data-Efficient Deep Learning for Medical Image Segmentation https://doi.org/10.1148/ryai.250200 @muellerrom.bsky.social #AOCMP2026 #medphys #RadPhys #radiology
September 9, 2026 at 3:15 PM
Impact on Cost and Expert Time of Data-Efficient Deep Learning for Medical Image Segmentation https://doi.org/10.1148/ryai.250200 @muellerrom.bsky.social #AOCMP2026 #medphys #RadPhys #radiology
Single Inspiratory Chest CT-based Generative Deep Learning Models to Evaluate Functional Small Airway Disease https://doi.org/10.1148/ryai.240680 #AOCMP2025 #medphys #RadPhys #radiology
October 2, 2025 at 7:15 AM
Single Inspiratory Chest CT-based Generative Deep Learning Models to Evaluate Functional Small Airway Disease https://doi.org/10.1148/ryai.240680 #AOCMP2025 #medphys #RadPhys #radiology
Automated Delineation of Couinaud Segments on CT for Future Liver Remnant Volumetry https://doi.org/10.1148/ryai.250808 @tejasmathai.bsky.social #AAPM2026 #RadPhys #medphys #radiology
July 20, 2026 at 7:15 AM
Automated Delineation of Couinaud Segments on CT for Future Liver Remnant Volumetry https://doi.org/10.1148/ryai.250808 @tejasmathai.bsky.social #AAPM2026 #RadPhys #medphys #radiology
#DeepLearning model to segment lumbar paraspinal muscles & quantify muscle volumes on MRI https://doi.org/10.1148/ryai.240833 @griffith.edu.au #AOCMP2025 #medphys #RadPhys #radiology
October 3, 2025 at 11:15 AM
#DeepLearning model to segment lumbar paraspinal muscles & quantify muscle volumes on MRI https://doi.org/10.1148/ryai.240833 @griffith.edu.au #AOCMP2025 #medphys #RadPhys #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 #AAPM2026 #RadPhys #medphys #radiology
July 19, 2026 at 11:15 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 #AAPM2026 #RadPhys #medphys #radiology
Generative #AI method reduces radiation dose & produces parametric response map parameters using only inspiratory-phase CT https://doi.org/10.1148/ryai.240680 #AOCMP2025 #medphys #RadPhys #radiology
October 4, 2025 at 11:15 PM
Generative #AI method reduces radiation dose & produces parametric response map parameters using only inspiratory-phase CT https://doi.org/10.1148/ryai.240680 #AOCMP2025 #medphys #RadPhys #radiology
Bridging Industry and Academia: Proceedings from the 2025 Academy Roundtable on AI Implementation in Medical Imaging https://doi.org/10.1148/ryai.250671 #AAPM2026 #RadPhys #medphys #radiology
July 20, 2026 at 11:15 AM
Bridging Industry and Academia: Proceedings from the 2025 Academy Roundtable on AI Implementation in Medical Imaging https://doi.org/10.1148/ryai.250671 #AAPM2026 #RadPhys #medphys #radiology
Understanding how mammography acquisition parameters affect #AI and radiologist performance is crucial for safe clinical AI integration https://doi.org/10.1148/ryai.240861 @danafarber.bsky.social #AOCMP2025 #medphys #RadPhys #radiology
September 29, 2025 at 11:15 PM
Understanding how mammography acquisition parameters affect #AI and radiologist performance is crucial for safe clinical AI integration https://doi.org/10.1148/ryai.240861 @danafarber.bsky.social #AOCMP2025 #medphys #RadPhys #radiology
Assuring Transparency of AI Software after Deployment https://doi.org/10.1148/ryai.260811 #AOCMP2026 #medphys #RadPhys #radiology
September 11, 2026 at 3:15 AM
Assuring Transparency of AI Software after Deployment https://doi.org/10.1148/ryai.260811 #AOCMP2026 #medphys #RadPhys #radiology
#DeepLearning model to segment lumbar paraspinal muscles & quantify muscle volumes on MRI https://doi.org/10.1148/ryai.240833 @griffith.edu.au #AOCMP2025 #medphys #RadPhys #radiology
October 2, 2025 at 11:15 AM
#DeepLearning model to segment lumbar paraspinal muscles & quantify muscle volumes on MRI https://doi.org/10.1148/ryai.240833 @griffith.edu.au #AOCMP2025 #medphys #RadPhys #radiology
The AI Nobody Sees: Maguy Farhat discusses the importance of the people behind novel algorithms. https://radiologyai.substack.com/p/the-ai-nobody-sees #AAPM2026 #RadPhys #medphys #radiology
July 20, 2026 at 3:15 PM
The AI Nobody Sees: Maguy Farhat discusses the importance of the people behind novel algorithms. https://radiologyai.substack.com/p/the-ai-nobody-sees #AAPM2026 #RadPhys #medphys #radiology
Novel #AI system addresses perceptual errors in radiology through multimodal analysis of gaze and interaction data https://doi.org/10.1148/ryai.240277 @uh.edu #AAPM2025 #RadPhys #medphys #radiology
July 27, 2025 at 7:15 AM
Novel #AI system addresses perceptual errors in radiology through multimodal analysis of gaze and interaction data https://doi.org/10.1148/ryai.240277 @uh.edu #AAPM2025 #RadPhys #medphys #radiology