AI

Catch up on a variety of new FDA clearances in radiology from the past week.

Recently published multinational research revealed that AZtrauma had a 95.6 percent AUC for detecting dislocations and a 97.5 percent AUC for detecting joint effusions.

In the latest episode of his “Interventional Radiology in Focus” series, Mina Makary, MD, discusses current and potential pre-procedure, intra-procedure and post-procedure applications of AI for interventional radiology.

Prostate AI reportedly enhances lesion detection, reduces segmentation variability between radiologists and improves workflow efficiencies in biopsy-recommended cases.

A retrospective comparison of AI platforms from seven different manufacturers for stand-alone lung cancer detection revealed sensitivity rates ranging between 20.8 percent to 77.8 percent.

Catch up on the top radiology content of the past week.

In a new meta-analysis examining the impact of MRI-based AI models for predicting high-grade hepatocellular carcinoma, researchers noted a 10 percent decline in AUC between internal validation and external validation.

In a recent interview, Shadpour Demehri, MD, discussed new research findings suggesting a correlation between emphysema-like changes on CT and reduced bone mineral density in patients without chronic obstructive pulmonary disease (COPD).

The combination of sustained high-gradient performance and AI capabilities with the Titanion MR may facilitate the use of imaging biomarkers that provide insight into tissue microstructure

Four versions of the Artis vision platform and floor configurations of the Artis icono.explore and Artis genio systems feature the Optiq AI imaging chain, which reportedly facilitates real-time analysis and data optimization.

In a new capabilities analysis of 16 CE-marked AI software platforms for CT lung cancer screening, researchers found that only 6.7 percent of supporting peer-reviewed studies were prospective and that none of the studies assessed impact on patient outcomes.

In a recent interview with Diagnostic Imaging, Leslie Lamb, MD, MSc, discussed findings from new mammography research that showed an 89.3 percent sensitivity for detecting invasive lobular carcinoma (ILC) with adjunctive AI.

The role of the radiologist is shifting, not into obsolescence but more of an architect of AI implementation and workflow orchestration in a continuously evolving health-care system.

Catch up on the top radiology content of the past week.

Recent research demonstrated that non-physician operators with brief training on the Accuro XV ultrasound system had a greater than 90 percent rate for obtaining diagnostically adequate images.

In a recent interview with Diagnostic Imaging, Soroush Adam Ramin, MD, discussed the enhanced 3D visualization and prognostic capability of Unfold AI, an MRI-based software platform that was recently added to Medicare Physician Fee Schedules for the West Coast and Mountain West regions.

Increased paraspinal intermuscular adipose tissue (IMAT) on whole-body MRI was associated with a 67 percent higher likelihood of hypertension, according to new research involving over 11,300 participants without preexisting conditions.

In a roundup of breast imaging news and research from April 2026, we take a look back at pertinent findings with AI and digital breast tomosynthesis (DBT), breast MRI studies and breast cancer screening guidelines from the National Comprehensive Cancer Network (NCCN) and the American College of Physicians (ACP).

Catch up on the top radiology content of the past week.

In an independent test set, a radiomic AI model demonstrated an 82 percent AUC for detecting pancreatic ductal adenocarcinoma on computed tomography (CT) scans at a median of nearly 16 months prior to clinical diagnosis.

Catch up on the most well-viewed video interviews from Diagnostic Imaging in April 2026.

Providing enhanced multidimensional displays of MRI and CT imaging, the Avatar Medical Vision software may facilitate improved surgical planning and intraoperative communication.

Facilitating enhanced real-time visualization for percutaneous coronary intervention (PCI) procedures, the Ultreon 3.0 optical coherence tomography platform reportedly combines high-resolution imaging with AI-powered insights on stent sizing and positioning.

Catch up on the most-well viewed radiology content in April 2026.

Catch up on the top AI-related news and research in radiology over the past month.