MRI-based radiomics boosts triple-negative breast cancer detection

Example of various breast MRI protocol sequences that offer different types of soft tissue enhancement. Imaging performed on a Siemens Magnetom system. Breast MRI can help see through dense breast tissue to better detect cancers. #densebreasts #Breastdensity #BreastMRI
Example of various breast MRI protocol sequences that offer different types of soft tissue enhancement. Breast MRI can help see through dense breast tissue to better detect cancers. Imaging performed on a Siemens Magnetom system.

"The present study validated the feasibility of using MRI-based radiomics to identify a disease prone to missed diagnosis and misdiagnosis," experts involved in the study said.

Diffusion-weighted MRI boosts detection of locally recurrent pancreatic cancer

Photo and caption courtesy of American Journal of Roentgenology (AJR), American Roentgen Ray Society (ARRS). Used with permission.
A. Axial contrast-enhanced CT image shows 1.7 cm lesion (arrow) with ill-defined margin at left side of superior mesenteric artery. B. On axial T2-weighted image, mass is hyperintense to paravertebral muscle (arrow). C. On arterial phase post-contrast T1-weighted image, mass shows mild enhancement (arrow) compared to unenhanced image; enhancement pattern classified as early. D. On DWI with b-value of 800 mm2/s, mass is hyperintense (arrow) to paravertebral muscle. E. On ADC map, mass is visually hypointense (arrow) to paravertebral muscle. Findings indicate presence of qualitative diffusion restriction; lesion ADC value was 0.96 × 10−3 mm2/s. F. Axial image from CT performed 6 months after MRI shows increase in lesion’s greatest axial diameter by more than 5 mm (arrow), indicating soft tissue abnormality represents locally recurrent tumor. Photo and caption courtesy of American Journal of Roentgenology (AJR), American Roentgen Ray Society (ARRS). Used with permission.

Source

American Journal of Roentgenology (AJR), American Roentgen Ray Society (ARRS)

MRI with DWI images showed higher sensitivity in detecting local recurrence after PDAC resection.

AI helps novice medical assistants perform high-quality echocardiograms

Novice medical professionals perform diagnostic quality echocardiograms with AI guidance 

 

Point-of-care ultrasound users are shown by where to put the probe and how to move it to perform optimal echocardiograms using the UltraSight artificial intelligence (AI) software. The goal is to reduce variability between sonographers and increase diagnostic quality of the images.

In a blind pilot study, inexperienced users successfully captured images for 100% of patients using AI guidance.

ACR working with FDA and HHS to help address imaging contrast shortage

Iodine contrast being loaded into a contrast injector in preparation for a cardiac CT scan at Duly Health and Care in Lisle, Illinois. The contrast shortage is causing some healthcare organizations to postpone exams and procedures and ration contrast supplies. Photo by Dave Fornell

Contrast being loaded into an injector for a cardiac CT scan at Duly Health and Care in Lisle, Illinois. Photo by Dave Fornell

The American College of Radiology (ACR) announced this week its government relations staff has been engaging federal agencies in an effort to improve product availability and hasten resolution of the ongoing iodine contrast shortage.

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