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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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Interventional (IR)Chest / ThoracicResearch

Trauma Index and Pleural Infiltration Predict Pneumothorax After Lung Cryoablation

In 90 CT-guided lung cryoablation procedures, a higher trajectory-based trauma index (TTI) strongly associated with pneumothorax (OR 21.87, P<.001) while greater pleural infiltration reduced odds (OR 0.56, P<.001). 62% had pneumothorax.

Journal of vascular and interventional radiology : JVIR
Neuro / Head & NeckAI / InformaticsResearch

Nonlinear subspace reconstruction with denoising autoencoder improves DWI quality

A nonlinear subspace model using a denoising autoencoder jointly reconstructs k-q-space data, showing improved noise suppression and detail preservation versus MUSE and LLR in high b-value diffusion-weighted imaging, with minimal bias and higher precision.

Magnetic resonance in medicine
Musculoskeletal (MSK)AI / InformaticsResearch

Machine learning predicts cartilage proteoglycan content from MR fingerprinting

Preliminary study: In bovine cartilage, Gaussian process regression predicted proteoglycan content from MR fingerprinting (median r=0.81, NRMSE 11.7%), but collagen fiber anisotropy prediction was weak (r=0.40). Raw MRF data outperformed qMRI maps.

Magma (New York, N.Y.)
Body / AbdominalMusculoskeletal (MSK)AI / InformaticsResearch

Hip prosthesis artifacts degrade deep-learning prostate MRI diagnosis

In prostate MRI, moderate-to-severe hip prosthesis artifacts degraded all three deep-learning models (AUC 0.62–0.71) compared with exams without prostheses (AUC 0.74–0.81), while radiologist PI-RADS performance held up better (AUC 0.77–0.79 across artifact categories).

Abdominal radiology (New York)
Body / AbdominalAI / InformaticsResearchTrainee

DLIR/dual-energy CT non-inferior to MRI for HCC LI-RADS major features

DLIR-H/50-keV dual-energy CT protocol showed non-inferiority to MRI for detecting arterial phase hyperenhancement (APHE) and washout in HCC, offering an alternative when MRI access is limited.

Abdominal radiology (New York)
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