European journal of radiology artificial intelligence

A two-stage foundation model for bladder tumor segmentation: An international multi-site study^☆.

Pub Date : 2026-09-01 DOI: 10.1016/j.ejrai.2026.100107 Muhammad Awais, Oguz Akin, Giorgio Brembilla, Noah Frydenlund, Stephanie Chahwan, Josip Nincevic, Chiara Mercinelli, Antonio Cigliola, Brigida Maiorano, Francesco De Cobelli, Ramesh Paudyal, Hikmat Al-Ahmadie, Jonathan Rosenberg, Alvin C Goh, Andrea Necchi, Lawrence H Schwartz, Amita Shukla-Dave

Hybrid deep learning time-to-event modeling of major adverse cardiovascular events using coronary artery calcium score scans.

Pub Date : 2026-09-01 DOI: 10.1016/j.ejrai.2026.100109 Justin N Kim, Juhwan Lee, Ammar Hoori, Hao Wu, Tao Hu, Sadeer Al-Kindi, Mohamed Makhlouf, Robert Gilkeson, Sanjay Rajagopalan, David L Wilson

Complex Deep Neural Networks for Denoising Ultra-Fast Submillimeter T2*-weighted Imaging and Quantitative Susceptibility Mapping.

Pub Date : 2026-06-01 DOI: 10.1016/j.ejrai.2026.100100 Bryan Quah, Sreekanth Madhusoodhanan Nair, Chang Gao, Michael Luu, Brian Renner, Jin Jin, Fei Han, Elaina Luskin, Arzu C Has Silemek, Nader Binesh, Debiao Li, Marwa Kaisey, Daniel S Reich, Nancy L Sicotte, Russell T Shinohara, Omar Al-Louzi, Xiuzhen Huang, Marcel Maya, Daniel Ontaneda, Pascal Sati