AI in Radiology

Our team is developing AI tools across multiple domains in radiology and integrating these into the clinical workflow.

 

Penn AInSights - Penn Medicine's AI platform that deeply assesses medical imaging data to provide real-time analytics with precision diagnostics to providers

Penn AInsights

CMR-based quantification of ventricular function in congenital heart disease

graphic of ML segmentation of the heart on MRI
Manual vs. Machine learning-derived short-axis cardiac MRI segmentations in patients with tetralogy of Fallot. Thompson et al., ISMRM 2022.

Classification of 18-FDG-PET uptake patterns in the myocardium

graphic of ML segmentation of the heart on PET
Cardiac segmentation and classification of 18-FDG-PET uptake using deep learning. Josselyn et al., Radiol Artif Intell, 2021.