On 76 test cases, the AI framework achieved Cobb angle MAE 2.4°, Lenke curve type accuracy 0.895, and reduced review time from 8.2 to 1.5 min/case.
PSAD remained below 0.11 ng/mL² across all ages in 1037 healthy German men, contrasting with continuously rising PSA. 95th percentile reference: PV 51.39 mL, PSA 2.79 ng/mL, PSAD 0.071 ng/mL².
Noncontrast CT-based unimodal imaging AI detected anterior circulation large vessel occlusion with sensitivity 0.78 (95% credible interval 0.68-0.86) and specificity 0.88, versus expert readers' sensitivity 0.62 and similar specificity; low-certainty retrospective evidence.
SIR Foundation research consensus panel calls for standardized acute DVT intervention endpoints: biologically informed patient selection, anatomic/physiologic metrics, validated severity tools, longitudinal biomarkers, and economic/QoL measures to advance precision and reduce po…
General radiologists using an AI-powered workflow saw breast cancer detection rise from 3.76 to 4.99 per 1,000 screening exams, matching the performance of breast imaging specialists (4.76 per 1,000). In a prospective study across 109 U.S. facilities.
U.S. Senate HELP Committee advances Patients Deserve Price Tags Act 21-1; would require hospitals to post prices for 300 imaging and other shoppable services, aiming to save families ~$1,000/year.
In this patient with hemoptysis the best diagnosis is?
65% of lung cancer patients diagnosed in South Korea from 2013-2018 would not have qualified for screening under international guidelines, missing many never-smokers and women, a JAMA Network Open study found.
Multimodal model integrating CT radiomics, transcriptomics and clinical data predicted OS (C-index 0.855) and DFS (C-index 0.786) in gastric cancer after neoadjuvant therapy, outperforming single-modality models and ypTNM staging.
ASO Visual Abstract: Postoperative Complications and Long-Term Cardiovascular Risk after Gastrectomy for Gastric Cancer.
The World Federation of Pediatric Imaging warns that AI in pediatric radiology could worsen global health disparities without addressing data inequality, infrastructure gaps, regulatory weaknesses, workforce and language barriers, costs, and sustainability.
AI Software Among Commercially Insured Populations: Cross-Sectional Study of Patient and Plan Characteristics.
An AI model (YOLOv11n) detected palatoglossal airspace on panoramic radiographs with 89.3% accuracy, balanced sensitivity and specificity (89.47%), and nearly perfect agreement (Kappa=1.0) in 456 radiographs, offering a tool to flag compromised image quality before diagnostic in…
In China, RADS for breast, liver, and lung are widely used; thyroid, prostate, and coronary artery RADS are gaining adoption; ovarian-adnexal, bone, colon, neck, and lymph node RADS remain exploratory.
In a population-based CMR study of 27,794 adults, myocardial native T1 was higher in women (1,231±33 ms) than men (1,209±34 ms), with associations differing by sex for hypertension. Diabetes, kidney disease, and smoking were linked to higher T1; hyperlipidemia to lower T1.
Post hoc analysis of the ATACH-2 trial used explainable ML to find a subgroup of 56 ICH patients in whom intensive BP lowering reduced poor outcomes (OR 0.21, 95% CI 0.08–0.54). Model AUC was 0.83 in independent validation.
The American College of Surgeons and Society of Interventional Radiology affirm that interventional radiology is an essential component of contemporary trauma care, emphasizing rapid endovascular hemorrhage control and clarifying expectations for IR resources in ACS-verified tra…
Functional CAD-RADS predicts MACE better than anatomical CAD-RADS (C-index 0.780 vs 0.723; p=0.035) with fewer inappropriate management decisions (9.9% vs 11.0%).
Percutaneous cholecystocutaneous stent-graft placement for large-bore gallbladder access to facilitate cholecystolithotomy initial experience in 17 patients.
Retrograde Replacement of a Dislodged Percutaneous Nephroureteral Catheter Using a Foley-Assisted Monorail Technique.
In a rat model of IVC stent placement, rivaroxaban improved 1-week flow velocity (169 vs 98 mm/s, p<0.001) and 4-week patency (100% vs 67% control). High-frequency ultrasound tracked thrombosis/restenosis longitudinally.
A model integrating habitat radiomics, 3D deep learning, and clinical variables detected early-stage esophageal squamous cell carcinoma on noncontrast chest CT with AUCs of 0.895 (internal) and 0.847 (external). AI assistance improved radiologists' sensitivity and inter-reader a…
Non-contrast MRI radiomics nomogram stratified cervical cancer patients after chemoradiotherapy into high- vs low-risk groups for 5-year progression-free survival (PFS); high-risk group had worse PFS (validation P=0.012). Performance was comparable to contrast-enhanced MRI.
A systematic review of seven studies (2015–2025) examined AI-driven metal artifact reduction algorithms for dental CBCT. No pooled diagnostic accuracy or image quality metrics were reported in the abstract.
Current challenges for global equity related to the implementation of artificial intelligence in pediatric imaging
FDA cleared VELMENI for DENTISTS (V4D) 3D, a dental digital imaging system from Velmeni, Inc., via 510(k) pathway (product code QIH).
The FDA has cleared the Konted C10 series pocket ultrasound system (C10MTpro, C10MXpro, C10MSpro, C10MBpro, C10MRpro) via 510(k) pathway for diagnostic imaging.
The FDA has cleared the mDX-15P Series dental cone-beam computed tomography system from Hefei Meyer Optoelectronic Technology via the 510(k) pathway. The device is classified under product code OAS.
FDA cleared Candelis' ImageGrid StreamVue via 510(k) (product code LLZ) for radiology image management.
For BI-RADS 4 breast lesions, Kaiser score AUC 0.901 (95% CI 0.856-0.941) outperformed ADC alone (AUC 0.733) and combination (0.890). ADC had high false-positive rate (66.1%) in benign cellular lesions. DCIS and mucinous carcinoma were often false negatives.
Brain MRI lesion segmentation with DBENet dual-branch network achieves Dice 0.8621 on ISLES 2022 and 0.8261 on BraTS 2018, outperforming state-of-the-art methods.
Fluid-suppressed CEST MRI and ML segmentation predict MGMT methylation in high-grade gliomas: max APTw in enhancing tumor and necrosis achieved AUC 0.76-0.82, sensitivity up to 100% in a 44-patient study.
AI pipeline for osteoporosis screening from a single KUB radiograph showed AUC 0.969, 100% specificity, and 100% PPV in a prospective study (n=51).
An AI model generated virtual post-contrast T1 and extracellular volume (ECV) maps from native T1 maps without gadolinium, achieving a 3.05% mean RMSE for myocardial ECV versus reference, though with wide limits of agreement (-5.98% to +6.06%).
