Deep Learning Framework Automates Lenke Classification on Multi-View Spine Radiographs
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.
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.
Noncontrast CT-based unimodal imaging AI detected anterior circulation large vessel occlusion with sensitivity 0.78 (95% credible interval 0.68-0.86) and specificity 0.88, versus expert readers' sensitivity 0.62 and similar specificity; low-certainty retrospective evidence.
SIR Foundation research consensus panel calls for standardized acute DVT intervention endpoints: biologically informed patient selection, anatomic/physiologic metrics, validated severity tools, longitudinal biomarkers, and economic/QoL measures to advance precision and reduce po…
ACR LI-RADS standardizes HCC imaging across US, CT, MRI, and CEUS, enabling non-invasive diagnosis and treatment response assessment in at-risk patients.
ACR Resources Help Drive Successful Fibroid Awareness Event
Luskin Orthopaedic Institute for Children expects a new 3T MRI to slash pediatric orthopedic wait times from 2.5 months to just 2.5 days, improving access to radiation-free imaging for over 60,000 annual visits.
Hyperfine touts studies featuring Swoop system
Nongated CT scans can predict heart disease risk
Accuray to restructure debt, forge partnerships in turnaround plan
Eosinophilic fasciitis as a manifestation of drug toxicity
CMS Proposes Changes to Practice Expense Methodology
White House Calls for Shift in U.S. Research Enterprise
Siemens Healthineers, Cleveland Clinic highlight strategic alliance
Facebook Live: Pancreatic Neuroendocrine Tumors
<![CDATA[FDA Issues 510(k) Clearance for Emerging Enterprise Imaging Platform]]>
<![CDATA[FDA Clears Ultrasound Guidance Software on Vascular Imaging for DVT Evaluation]]>
TACE plus thermal ablation improves survival in liver cancer
RadNet tops the list with 383 outpatient imaging centers, according to a Definitive Healthcare analysis of over 22,000 centers, though the company’s count has since grown to 440 amid rapid consolidation.
A fuzzy-neural framework with entropy-guided feature selection classified multi-disease chest X-rays with accuracy up to 0.9859 and F1-score up to 0.9889 at ×20 magnification, outperforming standard CNNs by 3.5–8.6% in accuracy.
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.
A review highlights biomarkers—MED12 mutation, Ki-67, radiomics—that may aid in differentiating breast fibroadenomas from phyllodes tumors and cancer, and in assessing malignant transformation risk.
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.
Scoping review of 45 radiology RAG studies: most showed performance gains over non-retrieval baselines, but evaluation relied on automated metrics, safety and bias were rarely assessed, and clinical readiness is likely overestimated.
Author Correction: Sleep chart of biological ageing clocks in middle and late life.
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.
Capturing the Clinician-Artificial Intelligence Interaction: A Missing Prerequisite for Human-Centered Artificial Intelligence.
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.
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…
In a safety-net breast biopsy cohort, 69.5% of patients preferred delayed release of results until after speaking with a provider. Hispanic/Latino patients (AOR 2.02) and those with non-English preferred language (AOR 2.82) were more likely to defer, while MRI-guided biopsy pati…
Cybersecurity in Radiology: PACS Vulnerability and the Asymmetric Warfare Threat.
A dedicated neuro-optical coherence tomography (nOCT) system, adapted from cardiology, provides high-resolution 3D visualization of intracranial vessels for aneurysm treatment; this video demonstrates standardized acquisition and interpretation techniques for clinical integratio…