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Neuro / Head & NeckGuidelineTrainee

ASFNR Issues Imaging Framework for Posterior Circulation Large Vessel Occlusion Stroke

ASFNR clinical state-of-practice: For posterior circulation large vessel occlusion stroke, use noncontrast CT to exclude hemorrhage, CT angiography to identify occlusion, and MRI with DWI as reference standard. Imaging scores like PC-ASPECTS help select patients for thrombectomy.

AJNR. American journal of neuroradiology
Chest / ThoracicGeneralGuidelineTrainee

ACR Appropriateness Criteria for imaging surveillance of indolent lung cancer

ACR Appropriateness Criteria for indolent lung cancer: For patients with slow-growing subsolid nodules or atypical cysts where surveillance is chosen over intervention, imaging follow-up aims to detect changes that alter management, with modality selection guided by accuracy and…

Journal of the American College of Radiology : JACR

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Neuro / Head & NeckPediatricAI / InformaticsResearch

Deep Learning Reconstruction Improves Neonatal Brain MRI Quality at 3T: A Pilot Study

Higher denoising levels with a deep learning reconstruction algorithm progressively improved qualitative and quantitative image quality in 3D T1-weighted neonatal brain MRI, though the pilot study's small sample size (n=15) limits generalizability.

Journal of clinical imaging science
Body / AbdominalAI / InformaticsResearch

Open vertebrae CT dataset and deep learning models benchmarked against existing tools

Open neural network models for vertebral body segmentation in computed tomography (CT) achieve Dice scores up to 0.962 (95% CI 0.941–0.978) for L3 and outperform existing pipelines in center localization error, externally validated in 300 oncologic cases. Labels and weights are…

European journal of radiology
GeneralDevices & AI clearances

UC-CARE SmartGuide Disposable Grids Cleared by FDA

The FDA has cleared UC-CARE, Ltd.'s SmartGuide Disposable Guides and Grids, a radiology device, via the 510(k) pathway. Product code ITX (Radiology panel).

U.S. FDA
Chest / ThoracicEmergencyAI / InformaticsResearch

Reduced Feature Sets Match Full Models for ICU Mortality Prediction with Chest X-Ray

A small set of four clinical and radiographic features predicted ICU mortality with an AUC of 0.96 (accuracy 0.82), matching a 74-feature radiomic model. Cobb angle, bilateral infiltrates, and pleural effusions were identified as consistent, robust predictors.

Diagnostics (Basel, Switzerland)
GeneralAI / InformaticsResearch

Systematic Review: AI for Third Molar Imaging Analysis

A systematic review of 32 studies finds AI, mostly convolutional neural networks on panoramic X-rays, shows promising but variable performance for third molar detection, segmentation, classification, and surgical difficulty prediction; external validation is lacking.

Journal of oral and maxillofacial surgery : official journal of the American Association of Oral and Maxillofacial Surgeons
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eurorad.orgvia Google News
Musculoskeletal (MSK)GeneralAI / InformaticsNews

Opportunistic osteoporosis detection on CT may become a standalone diagnostic pathway

Advances in AI-enabled imaging may transform incidental osteoporosis findings into formally justified clinical referrals, shifting from opportunistic to diagnostic use on CT and other modalities.

Journal of radiological protection : official journal of the Society for Radiological Protection
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