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Advances in AI — September 2026about 23 hours ago
Study Reveals Mixed Results with Deep Learning Model for Breast MRILatest News

Advances in AI — September 2026

Study Reveals Mixed Results with Deep Learning Model for Breast MRI

Could Photon-Counting CT Expose the Paradox of Health-Care Economics?

IR Update: FDA Clears New Device for Liver Embolization Procedures

FDA Issues Breakthrough Device Designation for AI CXR Triage Software for Pneumomediastinum and Lung Collapse

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In a study involving over 700 participants who had chest CT and brain MRI, those with diabetes and lower vertebral bone mineral density (vBMD) had a nearly five percent faster total accumulation of white matter hyperintensity (WMH) in comparison to those without diabetes.

Indicated for the treatment of foregut, midgut and hindgut neuroendocrine tumors, the radiopharmaceutical Bravnetsa is reportedly bioequivalent and therapeutically equivalent to the previously FDA-approved Lutathera.

Newly cleared findings for the adjunctive AI platform a2z-Abdo-Triage include acute appendicitis, renal traumatic injury, ureteral stone and retroperitoneal hematoma.

Can MRI-Derived Tumor Habitat Subregions Bolster Recurrence Risk Stratification in Stage 2 and 3 Breast Cancer Cases?
In multivariable external testing, tumor structure habitat phenotypes from pre-treatment MRI revealed more than a doubling of recurrence risk for women with stage 2 and stage 3 breast cancer.

Could a la carte pricing be a consideration in improving revenue for radiologists in private practice?

Catch up on a variety of FDA news in radiology from the past week.

Catch up on the top radiology content of the past week.

Reportedly one of the first FDA-cleared chest X-ray AI software platforms derived from a foundation model, the Chest Xray software facilitates detection and localization of lung nodules, pneumothorax, mediastinal abnormalities and other thoracic abnormalities.

Incorporating structural MRI to improve PET imaging resolution, the MICSI-PET software also offers automated Centiloid quantification from amyloid PET scans.

Emerging research demonstrates the increasing stability of attenuation on clinically relevant VMIs with photon-counting CT and a redefined role of kV that may have implications for longitudinal quantitative CT.

For patients with intermediate-risk prostate cancer, those with lower apparent diffusion coefficient (ADC) values on pre-treatment DWI MRI had a fourfold higher prevalence of distant metastasis in a study with a 10.3-year median follow-up.

In the second of a two-part podcast episode, Lauren Nicola, MD, Christoph Wald, MD, PhD, MBA, and Peter Shen discuss challenges with evaluating value and ROI for AI software, the physician time required to do so, and possible solutions to facilitate improved clarity and consistency with AI reimbursement.

In the latest episode of her “Breast Imaging in Focus” series, Manisha Bahl, MD, MPH, FSBI, offer pertinent takeaways for breast radiologists from recently issued guidelines for addressing proliferative breast lesions with atypia and lobular carcinoma in situ (LCIS).

In a study involving over 2,800 people who had brain MRI scans, researchers found that people in the most disadvantaged neighborhoods had 37 percent higher white matter hyperintensity volume (WMHV) on average in comparison to people in the least disadvantaged areas.

In the second of a two-part interview, Kalpana Kanal, PhD, and Mahadevappa Mahesh, MS, PhD, FAPPM, FACR, discussed future directions for research on CT radiation dosing, including the potential of indication-specific diagnostic reference levels (DRLs).


























