Artificial Intelligence Preview

Road to RSNA 2025: AI Preview
By Erik L. Ridley and Liz Carey
AI is the first stop on this year's Road to RSNA preview of the 2025 RSNA meeting in Chicago.
November 12, 2025
Road To Rsna
Postdeployment monitoring needed for AI software updates
By Liz Carey
If this presentation is any indication, AI updates should undergo local validation and performance monitoring following deployment.
November 12, 2025
AI approach may lead to earlier PDAC detection
By Liz Carey
Researchers will share an update on their work to advance AI algorithms for detecting early-stage PDAC.
November 12, 2025
AI boosts performance of nonexpert radiologists on prostate MRI
By Erik L. Ridley
AI can increase the accuracy of nonexpert radiologists and decrease interreader variability, according to this presentation.
November 12, 2025
Opportunistic screening predicts risk of diabetes
By Erik L. Ridley
Researchers will describe how AI-powered analysis of coronary artery calcium on lung CT exams can identify diabetes risk early.
November 12, 2025
Automated CT body composition analysis predicts mRCC prognosis
By Erik L. Ridley
AI analysis of sarcopenia and myosteatosis parameters from CT exams can help stratify metastatic renal cell carcinoma (mRCC) risk.
November 12, 2025
AI makes the grade for opportunistic assessment of BMD
By Erik L. Ridley
An AI tool yielded generalizable findings for differentiating between the three classes of bone mineral density (BMD).
November 12, 2025
ML enables early coronary atherosclerosis management
By Liz Carey
This vascular imaging session presents an AI-facilitated management strategy for early-stage coronary atherosclerosis in asymptomatic populations.
November 12, 2025
Model monitors radiology AI tools for potential failures
By Liz Carey
This session will introduce a method for postdeployment monitoring of commercial radiology AI software.
November 12, 2025
Model supports pancreatic cancer surgical risk stratification
By Liz Carey
For this study, researchers developed an automated framework that may be beneficial in patients with pancreatic ductal adenocarcinoma (PDAC).
November 12, 2025
U.K. group evaluates CE-marked AI tools for pneumothorax accuracy
By Liz Carey
In this session, presenters will compare the accuracy of nine CE-marked AI tools developed for pneumothorax detection.
November 12, 2025
Study reinforces radiologist role in ICH diagnosis
By Liz Carey
Researchers compared radiologists with three diagnostic AI tools designed to detect intracranial hemorrhages (ICH) on head CT scans.
November 12, 2025
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