UCSF-BMSR MRI Dataset includes 412 patients with 560 multimodal brain MRIs with expert annotations of 5136 brain metastases doi.org/10.1148/ryai.2… Jeff Rudie, MD PhD UCSF Imaging UCSD Imaging #cancer #AI #ML

General radiologists may achieve specialist-level performance on screening DBT mammograms using #AI doi.org/10.1148/ryai.2… UW Radiology University of Washington School of Public Health Dana-Farber #cancer #MammoRad #ML

#ThrowbackThursday – The challenges of training a very large medical imaging #transformer model (Nov 2022) doi.org/10.1148/ryai.2… #ML #MachineLearning #ArtificialIntelligence

#ThrowbackThursday – Automated Morphometric Analysis of the Hip Joint on #MRI from the German National Cohort Study using #DeepLearning (Aug 2021) doi.org/10.1148/ryai.2… #AI #MachineLearning #Radiomics

AI-assisted Analysis to Facilitate Detection of Humeral Lesions on Chest Radiographs doi.org/10.1148/ryai.2… #CXR #FPAR #AI

Targeted adversarial training with proprietary adversarial samples improved performance for prostate cancer diagnosis doi.org/10.1148/ryai.2… HuLei #MRI #DeepLearning #AI

Accurate classification of BRAF mutation status in pediatric low-grade gliomas doi.org/10.1148/ryai.2… Benjamin Kann, MD Brigham and Women's Hospital Tina Young Poussaint, MD, FACR #glioma #PedsRad #MachineLearning

Computational 'stress tests' evaluated robustness of bone age #DL model to simulated real-world image variations doi.org/10.1148/ryai.2… Samantha Santomartino Vishwa Parekh UM2ii Center #PedsRad #MSKRad #MachineLearning

Are you in training in #radiology or an #AI -related field? Apply today for the Radiology: Artificial Intelligence Trainee Editorial Board! rsna.org/education/trai… Judy Gichoya Merel Huisman MD PhD Jeff Rudie, MD PhD #RadRes #HITrad #DeepLearning

Semisupervised Learning for Generalizable Intracranial Hemorrhage Detection and Segmentation doi.org/10.1148/ryai.2… UCSF Imaging #NeuroRad #DeepLearning #AI

Lessons Learned in Building Expertly Annotated Multi-Institution Datasets and Hosting the RSNA #AI Challenges doi.org/10.1148/ryai.2… John Mongan Jayashree Kalpathy Safwan Halabi #MachineLearning #competition #ML

#DeepLearning -based 3D denoising of dose-modulated cardiac CTA doi.org/10.1148/ryai.2… Stanford Radiology Marina Codari Domenico Mastrodicasa #heart #AI #ML

UCSF-BMSR MRI Dataset includes 412 patients with 560 multimodal brain MRIs with expert annotations of 5136 brain metastases doi.org/10.1148/ryai.2… Jeff Rudie, MD PhD UCSF Imaging UCSD Imaging #BrainMets #NeuroRad #AI

When the Student Becomes the Master: Boosting Intracranial Hemorrhage Detection Generalizability with Teacher-Student Learning doi.org/10.1148/ryai.2… Memorial Sloan Kettering Cancer Center #CTRad #ICH #AI

Repeatability and reproducibility analysis identifies precise #radiomics features of CT tumor habitats in lung and liver lesions doi.org/10.1148/ryai.2… Kinga Bernatowicz Radiomics Group Vall d’Hebron Institute of Oncology (VHIO) #cancer #CancerHabitats #ML

Stress testing on an award-winning #DeepLearning model for bone age doi.org/10.1148/ryai.2… Shahriar Faghani MD MayoAILab Brad Erickson #PedsRad #BoneAge #AI

Lung ultrasound images from 200 Zambian children with pneumonia + 200 age- and sex-matched healthy children doi.org/10.1148/ryai.2… Boston University School of Public Health Ultrasound Laboratory Trento MCG #Zambia #ChestRad #MachineLearning

#DeepLearning for MRI #prostate cancer diagnosis doi.org/10.1148/ryai.2… HuLei #MRI #AbdRad #TPAS

A #DeepLearning model to estimate bone age from kids' hand xrays lacked robustness to variations in images doi.org/10.1148/ryai.2… Samantha Santomartino Elham Beheshtian UM2ii Center #PedsRad #MSKRad #ML

Noninvasive Molecular Subtyping of Pediatric Low-Grade Glioma with Self-Supervised Transfer Learning doi.org/10.1148/ryai.2… Boston Children's Ali Nabavizadeh Tina Young Poussaint, MD, FACR #glioma #DeepLearning #MachineLearning