Persistent ground-glass nodules in the lungs are worth a closer look, as they are highly associated with malignancy. Dr. Anne Leung offered an overview of how these lesions present on CT imaging at the 2008 Stanford International Symposium on Multidetector-Row CT in Las Vegas.
Persistent ground-glass nodules in the lungs are worth a closer look, as they are highly associated with malignancy. Dr. Anne Leung offered an overview of how these lesions present on CT imaging at the 2008 Stanford International Symposium on Multidetector-Row CT in Las Vegas. "Ground glass is defined as hazy or decreased attenuation on CT that does not obscure underlying bronchovascular bundles," said Leung, chief of thoracic imaging at Stanford University School of Medicine. "The pathologic correlates that have been described with ground-glass nodules are partial airspace filling, interstitial filling, edema, fibrosis, and neoplastic infiltration." Leung pointed out that ground-glass nodules have two subtypes: pure ground glass and ground glass with solid components. Ground-glass nodules with solid elements are more likely to be malignant, particularly if they persist over three months, she said.
Leung highlighted some of the differential diagnoses that can be made on CT when ground-glass nodules are present:
Among the primary neoplastic diseases, she described atypical edematous hyperplasia. The CT features of these peripheral lesions are a size of less than 5 mm, round or oval shape, smooth margins, and pure ground-glass appearance.
Focal ground-glass nodules with solid components are also found with bronchoalveolar cell carcinoma. Other CT features to look for are air lucencies, smooth or irregular contours, and slow growth, Leung said. Finally, there is adenocarcinoma, the most common lung cancer in the U.S. CT features of this disease state are focal ground-glass nodules with solid elements, air lucencies, and smooth or irregular contours. Leung concluded that persistent ground-glass nodules are best seen with thin-section imaging. Readers should keep an eye out for solid components and interval growth. Finally, she recommended against evaluating ground-glass nodules with PET studies, as negative results are generally not a reliable indicator of benign disease.
Can Emerging AI Software Offer Detection of CAD on CCTA on Par with Radiologists?
May 14th 2025In a study involving over 1,000 patients who had coronary computed tomography angiography (CCTA) exams, AI software demonstrated a 90 percent AUC for assessments of cases > CAD-RADS 3 and 4A and had a 98 percent NPV for obstructive coronary artery disease.
Study Examines CT-Based AI Detection of Incidental Abdominal Aortic Aneurysms
April 29th 2025The AI software Viz AAA offered a sensitivity of 87.5 percent in detecting abdominal aortic aneurysms on contrast-enhanced CT, according to new retrospective research presented at the American Roentgen Ray Society (ARRS) conference.