Dr. Melany B. Atkins[email protected]MRIAdvances in imaging, AI make cardiac MRI more accessibleCardiac MRI is often a last resort in imaging modalities, for reasons including difficulty of image acquisition, cost, and hardware availability. Dr. Melany B. Atkins discusses the advantages that technologies such as 4D flow and artificial intelligence (AI) bring to cardiac MRI and how their use can benefit both patients and providers.July 9, 2019Page 1 of 1Top StoriesSIIM 2026SIIM: LLMs have tradeoffs in energy use for imaging tasksResearch presented at SIIM 2026 shows that reasoning LLMs have energy tradeoffs for their performances.MRIAI gives a boost to cardiac MRI risk predictionAIPhilips Future Health Index quantifies benefits of AI in healthcareUltrasoundMSK AI tool for ultrasound shows promise for assisting novice imagersSponsor ContentWebinar: AI for CT & PET/CT Imaging
![Axial images from unenhanced calcium score cardiac CT (left) and curved planar reformation images from CT angiography (right) show that higher long-term exposure to air pollution is associated with greater coronary artery calcium and more obstructive coronary artery disease (CAD). Top row: Images in a 68-year-old male patient with higher 10-year mean ambient air pollution exposure (7.9 μg/m3 for particulate matter measuring ≤2.5 μm in diameter [PM2.5] and 17.4 parts per billion [ppb] for NO2) with extensive CAD (coronary artery calcium score [CACS] >1,000 and obstructive CAD [≥70% diameter stenosis]). Bottom row: Images in a 57-year-old female patient with lower 10-year mean ambient air pollution exposure (6.3 μg/m3 for PM2.5 and 4.6 ppb for NO2) with no CAD (CACS = 0 and no obstructive stenosis).](https://img.auntminnie.com/mindful/smg/workspaces/default/uploads/2026/06/hanneman.r6SMLzkezo.png?auto=format%2Ccompress&dpr=2&fit=crop&h=167&q=70&w=250)
