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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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GeneralEducationBriefTrainee

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Neuro / Head & NeckAI / InformaticsResearch

CT-Based Age Estimation Using Maxillary Canine Morphometrics in a Japanese Cohort

A CT-based age estimation model using permanent maxillary canine measurements achieved RMSE 1.29 years (R² 0.89) for ages 1-16 years in a Japanese cohort; longitudinal validation showed mean difference of 0.12 years (1.4 months) between predicted and chronological age.

Oral radiology
GeneralEducationTrainee

POCUS in PA Education: A Student's Perspective on Rediscovering Ultrasound

A physician assistant student shares how point-of-care ultrasound (POCUS) education in the didactic phase reinforced clinical medicine knowledge and bedside decision-making, and influenced career interest in acute care.

The journal of physician assistant education : the official journal of the Physician Assistant Education Association
Chest / ThoracicCardiacGeneralAI / InformaticsNews

Deep learning automates vertebral heart score measurement on canine chest radiographs

A review of 17 studies finds deep learning, especially EfficientNet models, can automate canine vertebral heart score (VHS) estimation from thoracic radiographs, potentially reducing observer variability and aiding veterinary assessment of cardiac enlargement.

Veterinary journal (London, England : 1997)
Musculoskeletal (MSK)AI / InformaticsEducationTrainee

Stress Fracture Spectrum, Pathophysiology, and Emerging Bone Imaging Techniques

Review of stress fractures: from fatigue and insufficiency injuries to spondylolysis and atypical femur fractures. Future directions include zero echo time MRI and deep learning-based CT for early osteoporosis detection.

Seminars in musculoskeletal radiology
Body / AbdominalGeneralResearchTrainee

Targeted-only biopsy misses 6.5% of significant prostate cancers in PI-RADS 3 lesions

In 902 men with PI-RADS 3 MRI lesions, a targeted-only biopsy strategy missed 6.5% (95% CI 5.0-8.4) of clinically significant prostate cancers found by combined targeted and systematic sampling. The omission cost fell to just 0.8% in men with PSA density <0.10 ng/mL/cm3 undergoi…

European urology oncology
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