AI in Radiology: Top Five Articles of 2022
Catch up on the most well-read artificial intelligence (AI) articles from 2022.
As we come to the end of 2022, we take a look back at the most well-read articles on artificial intelligence (AI) in radiology with topics ranging from AI-enhanced pre-op MRI for planning total shoulder arthroplasty procedures and an emerging AI platform for assessing prostate MRI scans to voice recognition improvements and keys for AI implementation. Review the slideshow below to see highlighted AI articles from the past year.
Considering Breast- and Lesion-Level Assessments with Mammography AI: What New Research Reveals
June 27th 2025While there was a decline of AUC for mammography AI software from breast-level assessments to lesion-level evaluation, the authors of a new study, involving 1,200 women, found that AI offered over a seven percent higher AUC for lesion-level interpretation in comparison to unassisted expert readers.
Can CT-Based Deep Learning Bolster Prognostic Assessments of Ground-Glass Nodules?
June 19th 2025Emerging research shows that a multiple time-series deep learning model assessment of CT images provides 20 percent higher sensitivity than a delta radiomic model and 56 percent higher sensitivity than a clinical model for prognostic evaluation of ground-glass nodules.
FDA Clears Ultrasound AI Detection for Pleural Effusion and Consolidation
June 18th 2025The 14th FDA-cleared AI software embedded in the Exo Iris ultrasound device reportedly enables automated detection of key pulmonary findings that may facilitate detection of pneumonia and tuberculosis in seconds.
