Medizinische Universität, Yazd, heute, 3. Oktober. #IranProtests2022

Potential biases during #MachineLearning model development doi.org/10.1148/ryai.2… Brad Erickson Mayo Clinic Radiology MayoAILab #DeepLearning #AI #ML

Should #AI be included in the medical school curriculum? doi.org/10.1148/ryai.2… UAZ Medicine - Phoenix #MedEd #RadEd #ML

New publicly available MR images of diffuse #glioma: UCSF Imaging dataset doi.org/10.1148/ryai.2… Evan Calabrese, MD PhD Spyridon Bakas John Mongan #NeuroRad #BrainTumor #AI

MED STUDENT MONDAYS: Calcified pleural plaques ➡️ prior ASBESTOS exposure; did you catch the "holly leaf" sign in this patient❓ The nodular edges of the pleural plaques (circle) may be similar to the appearance  of a holly leaf! #yaleradedu #yaleradiology #MedStudentMondays

Potential biases during #MachineLearning model development doi.org/10.1148/ryai.2… @KzhangMayo Brad Erickson Mayo Clinic Radiology #bias #AI #ML

Fully Automated and Explainable Liver Segmental Volume Ratio and Spleen Segmentation in CT for Diagnosing Cirrhosis doi.org/10.1148/ryai.2… @NIHRadiology #cirrhosis #AbdRad #MachineLearning

The courageous protests in #Iran continue. Day by day the regime acts more brutally. Our bilateral relations were already at a low, but with a state acting so inhumanely, there can be no "business as usual". Therefore, we adapt our relationship to the situation. 🧵 1/5

Yale Radiology faculty and students earn spotlight at #MICCAI 2022! Our faculty chaired debates, gave keynote presentations, received awards, and were appointed as MICCAI fellows, while grad students took home several awards, including best paper. Way to go team! MICCAI Society

Did you know? When Bill Clinton banned assault weapons in 1994, mass shootings dropped by 43%. After George W. Bush and the GOP let the assault weapons ban expire in 2004, mass shootings increased by 245%. — These numbers tell a story.

Thank you for elevating the level of science and sophistication in JVIR. This is the type of ground work necessary to define the future of clinical IR.

Imaging immune cells in vivo with a 9.4 Tesla MRI scanner! So proud to work together with our rocket scientist Jessica Santana and other leaders in the field Julius Chapiro David C. Madoff, MD and push the limits of radiology 💪 Yale rocks! Yale IR Yale BME Yale Cancer Center Yale School of Medicine Yale Cancer Center

The challenges of training a very large medical imaging #transformer model doi.org/10.1148/ryai.2… Stanford Radiology Stanford Medicine #Transformers #DeepLearning #ML

when even #AI starts to recommend clinical correlation #Radiology #ChatGPT

You could replace "radiologists" in this quote with many other occupations.

In what may (or may not😉) be the last paper from @YaleIR #IOlab for 2022, we published this hopefully useful report showing our new protocol for an authentically cirrhotic VX2 liver tumor model in rabbits. Many in #irad study tumor embolization. This will help! JVIR

And the hits just keep on coming from @yale #IO Research Lab! Critical to understanding #livercancer treatment is that it usually occurs in setting of #cirrhosis. W/o this, clinical management unrealistic. Our lab is working on many liver injury models, some w/tumors, some w/o.

Due to the time-consuming nature of manual segmentation, this study explored potential of deep convolutional #NeuralNetworks as an alternative for fast, accurate segmentation on T1-weighted portal venous #MRI. (Moritz Gross et al.) #EuropeanRadiology 🔗 buff.ly/47K2d8y