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Interventional (IR)Musculoskeletal (MSK)ResearchTrainee

Osteoporosis medication after vertebral augmentation linked to 6-fold lower refracture risk

Only one-third of patients received osteoporosis medication after vertebral augmentation. The incidence of new vertebral fractures fell from 0.519 to 0.076 per person-year after starting medical management (incidence rate ratio 6.79, 95% CI 3.37-15.51), a 6-fold decreased risk.

Journal of vascular and interventional radiology : JVIR
Chest / ThoracicAI / InformaticsResearch

Integrated CT Biomarker Model Boosts COPD Detection in Lung Cancer Screening

Integrated model combining emphysema, Pi10, airway branch count, and clinical data detected undiagnosed COPD with AUC 0.83 (95% CI 0.80-0.86) in 5,014 lung screening participants, up from 0.69 for emphysema alone, reducing confirmatory spirometry referrals from 41% to 34%.

Chest

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GeneralAI / InformaticsNews

Signify Research Keynote at UKIO 2026 Tackles the 'AI in Imaging Paradox'

Signify Research's plenary at UKIO 2026 explored the 'AI in Imaging Paradox'—the gap between rapid AI innovation and slower clinical adoption. The talk addressed the practical and workflow barriers radiologists face, beyond just technical performance.

Signify Research
Musculoskeletal (MSK)GeneralAI / InformaticsNewsTrainee

Ultrasound AI Tool Improves MSK Image Interpretation for Novice Scanners

A novel AI tool improves novice imagers' ability to acquire diagnostic-quality MSK ultrasound images, showing significant potential to assist clinicians with limited experience. (exact figure not reported in source).

AuntMinnie
GeneralChest / ThoracicAI / InformaticsNews

Harrison.ai releases updated radiology foundation model with expanded capability

Harrison.ai has released an updated version of its radiology foundation model, expanding its capabilities across imaging tasks. The company states the model shows improved performance (exact figures not reported in source). Further clinical validation is pending.

AuntMinnie
GeneralDevices & AI clearances

FDA Clears E-Scopics ES-Series Radiology Device

FDA 510(k) clearance granted to E-Scopics for its ES-Series device under radiology product code IYN. Specific indications and predicate device not detailed in available clearance summary.

FDA 510(k) — Radiology devices
Nuclear / MolecularBody / AbdominalResearchTrainee

PSMA-PET/CT Outperforms mpMRI in Detecting Prostate Cancer in PI-RADS 3-4 Lesions

In men with PI-RADS 3-4 lesions, [18F]PSMA-1007 PET/CT had higher sensitivity (95.5% vs 73.1%) & accuracy (83% vs 68%) than mpMRI for prostate cancer detection, with better pathology agreement (κ=0.66 vs 0.36). Retrospective, single-center.

Reporting systems & Fleischner (PubMed)
CardiacNuclear / MolecularGeneralNews

ESR and EANM to Address Cardiovascular Imaging's Role at European Parliament Event

The European Society of Radiology and European Association of Nuclear Medicine are co-hosting a cardiovascular imaging policy event at the European Parliament in Brussels on 2 July, available online, aimed at highlighting imaging's role in improving cardiovascular health outcome…

European Society of Radiology (ESR)
GeneralAI / InformaticsNews

When Knowledge Gets Cheap, Does Insight Become the Scarce Resource?

Ben White reflects on Jevons Paradox — the idea that cheaper access to a resource increases its consumption — applied to knowledge and learning, riffing on a Rabbi Zohar Atkins essay. White previously argued radiology is not a clean example of the paradox.

Ben White
GeneralEducationTrainee

Estimating X-ray Tube Heat Loading Using the Heat Unit Formula

X-ray tube heat loading is estimated using a heat unit (HU) formula dependent on kVp, mA, and time, with correction factors required for different generator designs to prevent tube damage. This is a core radiology physics concept for safe operation and a commonly tested board ex…

Radiology Tutorials (YouTube)
GeneralAI / InformaticsNews

Philips and WellSpan Health Launch Seven-Year Enterprise AI Imaging Partnership

Philips and WellSpan Health have entered a seven-year collaboration to deploy an enterprise-wide AI ecosystem. The initiative will integrate Philips' cloud-based AI Manager across WellSpan's imaging workflow to enhance diagnostics and streamline operations, though specific perfo…

Applied Radiology
Body / AbdominalNews

Biparametric MRI: Faster, Cheaper Option for Prostate Cancer Detection

Biparametric MRI (bpMRI) may be a faster, lower-cost alternative to multiparametric MRI for prostate cancer detection, according to a news report. bpMRI omits the contrast-enhanced sequence, potentially reducing scan time and cost. (Exact study details not reported in source.)

Reporting Systems watch (Google News)
Body / AbdominalGeneralEducationTrainee

CT Imaging of Focal Nodular Hyperplasia: Pearls to Prevent Misdiagnosis (Part 2)

This educational video reviews CT imaging features of focal nodular hyperplasia (FNH) and highlights common diagnostic pitfalls. It emphasizes the central scar, homogeneous enhancement, and the importance of multiphase technique to differentiate FNH from other hypervascular live…

CTisus (YouTube)
Musculoskeletal (MSK)Devices & AI clearances

FDA Clears One Ortho 2D Hip Planning Software

FDA 510(k) clearance granted to One Ortho's 2D Hip Planning Software (product code LLZ), a radiology-based tool for preoperative hip surgical planning from 2D imaging.

FDA 510(k) — Radiology devices
GeneralAI / InformaticsResearch

LLM Report Summaries Boost Patient Comprehension, But Clinician Edits Remain Essential

In 101 outpatients, an LLM-driven web app with clinician-edited summaries, clickable terms, and AI videos significantly improved self-reported radiology report comprehension (median score 4→5, p<0.001). Yet most patients were uncomfortable with unedited AI summaries, and edits a…

Journal of the American College of Radiology (JACR)
Musculoskeletal (MSK)GuidelineTrainee

ACR Updates Appropriateness Criteria for Chronic Knee Pain Imaging (2026)

Updated ACR Appropriateness Criteria confirm radiographs as the first-line imaging for chronic knee pain. Additional imaging (MRI, etc.) is outlined for specific scenarios including confirmed osteoarthritis, osteochondral lesions, subchondral insufficiency fracture, and soft-tis…

ACR Appropriateness Criteria (PubMed)
CardiacAI / InformaticsResearch

Pericoronary inflammation on CTA modulates lipoprotein(a) risk after PCI

In post-PCI coronary artery disease patients, pericoronary fat attenuation index (FAI) on CTA modifies Lp(a)'s MACE risk: high Lp(a)+high FAI-LAD yields HR 2.69 (95% CI 1.75–4.10) vs HR 1.10 when FAI is low. Combined AUC 0.713 vs 0.599 for conventional risk factors alone.

Radiology AI literature (PubMed)
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