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Neuro / Head & NeckAI / InformaticsResearch

Attention-enhanced CNNs classify four stroke types on two-center brain CT

Squeeze-and-excitation attention added to DenseNet-121, ResNet-50, and EfficientNet-B3 improved four-class stroke classification on 5000 two-center cranial CTs by an average 0.93 percentage points, with largest gains separating ischemic from hemorrhagic and acute from chronic is…

Biomimetics (Basel, Switzerland)
GeneralNewsBrief

RSNA 2026 Dedication Hendee

RSNA 2026 Dedication Hendee

Radiological Society of North America | RSNAvia Google News
Body / AbdominalAI / InformaticsResearch

CECT-based 2PI system predicts HCC recurrence risk in dual-validation study

A random survival forest model using a CECT-based 2PI imaging score predicted postoperative recurrence in solitary HCC (≤5 cm) with C-indexes of 0.76 (training), 0.69 (internal test), and 0.68 (external test). The system stratified risk using a threshold of ≥19.

Cancer science
Interventional (IR)Body / AbdominalChest / ThoracicMusculoskeletal (MSK)EducationTrainee

Current evidence and future role of robot-assisted CT-guided interventions

Robot-assisted CT interventions improve targeting precision, reduce needle adjustments and operator radiation exposure in complex procedures (liver, lung, kidney, MSK). Evidence remains at IDEAL stages 1-2b; not yet standard of care. Emerging randomised trials may change that.

European radiology
Neuro / Head & NeckAI / InformaticsResearchTrainee

Frontal perivascular spaces shrink over three years after ischaemic stroke

Stroke survivors showed significant reductions in frontal lobe perivascular space volume (exp(β)=0.93, 95% CI 0.82-0.99) and cluster count (exp(β)=0.91, 95% CI 0.83-1) over 36 months vs. controls, challenging the view that PVS enlargement marks cerebrovascular disease burden.

European stroke journal
Neuro / Head & NeckNews

Progesterone blurs emotional-control brain patterns on MRI, tied to mood

Higher progesterone levels hamper the brain's ability to distinguish emotional-control tasks on functional MRI, accounting for 7% of mood variation. This mechanism, shown in the lateral frontal pole, may explain menstrual mood fluctuations.

Radiology Business
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