The 2026 Chinese lung cancer guideline adds AI and opportunistic screening in low-dose CT, expands molecular testing, and updates treatment regimens for NSCLC, including perioperative, consolidation immunotherapy, and targeted therapy for EGFR, ALK, KRAS, HER2, and MET alteratio…
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.
A multiphase CT angiography spot sign identified high-risk intracerebral hemorrhage: hematoma expansion occurred in 25/51 (49%) phase-1, 13/28 (46%) phase-2, and 4/9 (44%) phase-3 spots versus 12/71 (17%) with no spot sign.
A dual-energy CT-based Neck Imaging Reporting and Data System (NI-RADS) using normalized iodine concentration (cutoff 2.769) showed 86.7% sensitivity and 80.0% specificity for detecting residual/recurrent head and neck squamous cell carcinoma, potentially improving upon conventi…
In 84 patient questions about cardiovascular imaging, DeepSeek and GPT-o1 gave answers with better user engagement and reassurance (96.4% and 98.8% rated good) than GPT-4o (53.6%), while accuracy, clarity, and completeness were similarly high across all three large language mode…
AI in radiology is outpacing regulation in India, where healthcare access disparities and a data protection law in transition until May 13, 2027 complicate governance; doctors using or developing AI need to understand these legalities.
Feed-and-swaddle FAST brain MRI detects intracranial involvement without sedation in infants with suspected Sturge-Weber syndrome, potentially closing a critical gap before seizure onset.
Automated cutting plane matched 3D reference neck contours within 1 mm in 90.2% of intracranial aneurysms on rotational angiography (median volume error -1.03%), similar to inter-rater agreement (93.8%). Could be a first-pass human-in-the-loop tool.
Percutaneous Fluoroscopic Retrieval of Fractured Pleuracan Catheter Fragments from the Pleural Space Using Controlled Pneumothorax, Saline Hydrodissection, and Snare Capture.
Early hyperbilirubinemia (total bilirubin ≥5 mg/dL within 1 week) after transjugular intrahepatic portosystemic shunt (TIPS) occurred in 4.8% of cirrhotic patients and independently predicted mortality (1-year 37.3% vs 7.7%; adjusted subdistribution hazard ratio 3.03).
Transjugular Mesenteric-Caval Shunt for Cavernous Transformation of the Portal Vein Secondary to Myelofibrosis.
In a single-center review of 695 ultrasound-guided non-targeted liver biopsies with microfibrillar collagen tract embolization, major bleeding occurred in only 0.14% (1/695, 95% CI 0.00–0.80%) and minor bleeding in 0.14%, supporting its safety as an adjunct.
Adding 7T susceptibility-weighted MRI vascular features to clinical factors yielded area under the curve 0.888 for isocitrate dehydrogenase status and 0.889 for World Health Organization grade, outperforming imaging-only models (0.816–0.843 and 0.834–0.874).
Feature-level intratumoral heterogeneity (ITH1) radiomics outperformed habitat-based modeling (ITH2) for bone metastasis-free survival in breast cancer. An integrated model combining ITH1, whole-tumor radiomics, and vision transformer deep features achieved C-index 0.878-0.908 a…
57% (n=109) of surveyed CT radiographers extend scan range in chest and abdominal examinations, driven by caution to avoid repeat imaging, per an international survey (n=230, 42 countries). AI-assisted tools were available to 44% but used inconsistently.
Real-world AI adoption through 2025 matched 2020 predictions for administrative automation and medical imaging, with >1300 FDA-cleared AI/ML devices, mostly in radiology. Remote monitoring and NLP lagged; generative AI emerged unexpectedly.
In external validation of 236 patients, a CT radiomic model predicted AF recurrence post-ablation with AUROC 0.837 vs 0.722 for clinical, but fusion (0.848) did not significantly outperform radiomics alone.
Editorial: Innovative imaging in neurological disorders: bridging engineering and medicine.
An interpretable XGBoost model using baseline multimodal CT perfusion and clinical data predicted 9-month poor functional outcome (modified Rankin Scale 3-6) after stroke intervention with AUC 0.956 (95% CI 0.917-0.995) in 371 patients.
An explainable 3D CNN ensemble predicted IDH mutation status from routine MRI with an AUC of 0.77 (95% CI 0.71-0.82) on external validation, but MGMT prediction did not generalize (AUC 0.57).
Automated MRI radiomics pipeline predicted somatostatin receptor ligand response in acromegaly: best 3-feature logistic regression had out-of-fold AUC 0.798 (95% CI 0.671-0.918), correctly classifying 39 of 49 patients (79.6%).
AI Challenges Fuel Innovation Beyond the Leaderboard
Podcast: Where do MRI accident reports go?
Radiology Partners Expands Global Reach with Everlight Radiology Acquisition
Stryker's $4.9B acquisition of Inari Medical in 2025 establishes a major position in peripheral vascular intervention, signaling device-industry expansion into interventional radiology's core domain.
Baird Medical nets Pakistan registrations for MWA system
CT reveals progressive growth pattern in incidental lung nodules
Interventional radiology tops compensation growth in 2025
Radiology Partners to acquire Everlight Radiology in $1 billion deal
Rad Partners is acquiring Everlight Radiology, a global teleradiology firm, for a reported $715M. Everlight employs 800+ radiologists in 40 countries, handling 2.5M reports annually, and joins RP's vRad to form a global platform.
Deep Learning Boosts Brain MRI Contrast Without Increasing Gadolinium Dose
Opening new middle school for girls, The Neighborhood Academy marks 25 years of changing lives across generations
