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Paul Davis

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August 5, 2014
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Mri Brain Head 400
AI
LLM on par with head-and-neck subspecialists in analyzing MRI reports
GPT-5-Thinking diagnostic accuracy similar to that of subspecialists focusing on orbital and head-and-neck MRI.
Heart 1
CT
CCTA links neighborhood income to atherosclerosis
Study overview. (A) Volumetric segmentation of the paraspinal musculature was performed for 1,316 participants. (B) Manual segmentation was performed, the results were compared with the volumetric segmentation results, and the Dice score and the intersection over union were calculated. (C) The three-dimensional segmentations from T1 through T10 were individually extracted and combined into a single volume for analyses. (D) Muscle volume and median muscle attenuation were derived from the segmentation volumes. (E) Analyses were performed to assess the correlation of the paraspinal muscle attenuation and volume with the bone mineral density and the ability to predict vertebral fractures. NIFTI = Neuroimaging Informatics Technology Initiative, 3D = three-dimensional.
CT
Chest CT muscle attenuation predicts future bone density loss
Approved Stamp 400
Nuclear Medicine
Curium gets FDA approval for Lu-177 injection for GEP-NETs
National and state neighborhood-level disadvantage rankings of the study patients. (A) National disadvantage rankings are shown. Left: area deprivation scores mapped onto the state of Wisconsin, where the study sample resides, with national ranking deciles shown. Blue indicates less disadvantaged neighborhoods, whereas red indicates more disadvantaged neighborhoods. Right: histogram quantifying the number of patients in each Area Deprivation Index (ADI) decile. (B) Same as A, but state ranking deciles are shown. The distributions of both the national and state-level ADI rankings of the patients were skewed toward less disadvantaged neighborhoods. Maps were obtained from reference 36.
MRI
Brains age faster among residents in disadvantaged neighborhoods
More in Home
Radical radiotherapy use rising for treating lung cancer
By Amerigo Allegretto
Radical radiotherapy use nearly doubled between 2010 and 2021 in lung cancer patients and correlates to improved five-year outcomes.
September 10, 2026
Lungs Red 400
Rubric safeguards patient-friendly AI-generated imaging reports
By Amerigo Allegretto
The rubric includes clarity, content, certainty, tone, and verbosity as core attributes.
September 9, 2026
Radiological Report 400
AI model on par with experts in finding femoral-neck fractures
By Amerigo Allegretto
The model improved expert performance in detecting these fractures on pelvic or hip radiographs.
September 9, 2026
Example anteroposterior (AP) pelvic radiographs showing simulated acquisition artifacts used for stage 1 artifact-robust pretraining. Images are derived from the same AP pelvic radiograph from a 75-year-old woman with a CT- or MRI-confirmed left femoral-neck fracture. (A) Original AP pelvic radiograph. (B) Simulated grid or cable-shadow artifact. (C) Simulated motion-blur artifact. (D) Simulated sensor saturation or overexposure artifact.
Ketamine offers better sedation option than fentanyl in IR
By Erik L. Ridley
New research supports greater consideration of ketamine over opioids for sedation during IR procedures.
September 8, 2026
Iv Sedation 400
MRI reveals brain patterns as music reduces stress
By Amerigo Allegretto
MRI shows changes in communication between brain structures when people listen to music after completing a stressful task.
September 8, 2026
Violin 400
Super-resolution CEUS shows promise in Crohn's disease assessment
By Amerigo Allegretto
Super-resolution CEUS visualizes microvasculature and hemodynamic microflow at the micrometer scale.
September 8, 2026
Representative multimodal ultrasound and endoscopic images in participants with Crohn's disease. Top row depicts findings in a 26-year-old male participant with Crohn's disease in remission. Bottom row illustrates findings in a 25-year-old male participant with severe active Crohn's disease. The terminal ileum was the most prominently thickened bowel segment in both participants. Paired images comparing imaging modalities are shown. (A, F) Grayscale US images of the longitudinal section; arrows in A indicate the intestinal wall. (B, G) Color Doppler flow images of the longitudinal section; the box outlines the region of interest. In these two images, blue represents venous flow, while red represents arterial flow. (C, H) Conventional CEUS images of the longitudinal section. (D, I) Vascular density maps derived from super-resolution CEUS of the longitudinal section; arrows in D indicate the intestinal wall, and the outline in I indicates the measurement area for quantitative analysis. (E, J) Corresponding endoscopic images in the participants.
Podcast: MRI safety experts shed light on wishy-washy leadership
By Liz Carey
Tobias "Toby" Gilk and John Posh return with a new episode of The Invisible Force podcast series.
September 8, 2026
The Invisible Force Podcast Album Cover Auntminnie Jan 2026 Thumbnails
MRI-based model shows changes over time in multiple myeloma patients
By Amerigo Allegretto
Whole-body MRI could serve as a scalable biomarker for risk stratification in multiple myeloma patients.
September 4, 2026
Multiple Myeloma 400
Thyroid nodule classification systems provide diagnostic equity
By Amerigo Allegretto
TI-RADS and Bethesda achieved similar performances across Black and white racial groups.
September 4, 2026
Ultrasound Transducer3 400
Y-90 TARE rises to top in treatments for liver transplant patients
By Will Morton
By 2025, TARE accounted for 45.8% of 2,653 liver-directed therapy procedures.
September 4, 2026
Liver
Ultrasound MinnieCast, Episode 16: How to create a sonography association
By Amerigo Allegretto
Brenda McMahon, founder of the Pennsylvania Association for Sonographers, outlines the creation and work of the association.
September 4, 2026
Minnie Cast Thumbnail (23)
eConsult systems may benefit radiology-provider communication
By Amerigo Allegretto
Electronic consult (eConsult) platforms provide documented pathway for imaging questions and support radiologists as consultants.
September 3, 2026
Doctor Patient Consult Tablet 400
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