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Overcoming 10 barriers to happiness as a radiologist
Radiology's glory days are in the past, and today's radiologists face a variety of professional and economic pressures. But radiologists are misguided to dwell on issues outside of their control, according to Flounce, one of the more sagacious participants in the AuntMinnie.com Forums, who offers a prescription for overcoming the 10 barriers to happiness in radiology.
May 25, 2015
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Hinton acknowledges mistake in predicting AI replacement of radiologists
AI pioneer Geoffrey Hinton, PhD, has a new prediction for AI in radiology.
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ISMRM 2025
ISMRM: White-matter biomarkers help diagnose Alzheimer's earlier
2025 05 14 Images Large Radiol 243463 fig4
CT
AI-assisted chest CT can measure ALS respiratory function
Research presented at ISMRM 2025 found that adding dobutamine stress imaging to CMR can separate athletic hearts from hearts with early DCM. The stress CMR findings correlated well with CPET results, highlighting the feasability of adding dobutamine stress imaging to CMR exams.
ISMRM 2025
ISMRM: Adding dobutamine stress imaging to CMR feasible
AI models can generate synthetic equivalents to PET images from routinely acquired T1W MRI scans.
ISMRM 2025
ISMRM: Barriers face synthetic amyloid PET image development
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Hinton acknowledges mistake in predicting AI replacement of radiologists
By AuntMinnie.com staff writers
AI pioneer Geoffrey Hinton, PhD, has a new prediction for AI in radiology.
May 14, 2025
Chat Gpt Artificial Intelligence Ai Head
ISMRM: White-matter biomarkers help diagnose Alzheimer's earlier
By Kate Madden Yee
May 14, 2025
2025 05 14 White Matter Thumbnail
AI-assisted chest CT can measure ALS respiratory function
By Maryam Payne
Deep learning-assisted chest CT can be used to assess respiratory function in patients with amyotrophic lateral sclerosis (ALS).
May 14, 2025
2025 05 14 Images Large Radiol 243463 fig4
ISMRM: Adding dobutamine stress imaging to CMR feasible
By Amerigo Allegretto
Adding dobutamine stress imaging during clinical cardiovascular MR exams is feasible for separating athletic hearts from hearts with early DCM.
May 14, 2025
Research presented at ISMRM 2025 found that adding dobutamine stress imaging to CMR can separate athletic hearts from hearts with early DCM. The stress CMR findings correlated well with CPET results, highlighting the feasability of adding dobutamine stress imaging to CMR exams.
ISMRM: Barriers face synthetic amyloid PET image development
By Will Morton
Work on developing synthetic amyloid PET images from MRI scans is in its early stages.
May 14, 2025
AI models can generate synthetic equivalents to PET images from routinely acquired T1W MRI scans.
ISMRM: AI spots ischemic heart disease on low GBCA dose images
By Erik L. Ridley
An AI-based framework was highly accurate for detecting myocardial ischemia, even on images acquired with 90% less gadolinium.
May 14, 2025
Representative stress perfusion CMR case with 80% contrast dose reduction. Pixel-wise MBF maps and AHA 16-segment bull's eye plots are shown for full-dose and reduced-dose acquisitions. When analyzed using the proposed MST deep learning method, the reduced-dose data closely matches the full-dose data across basal, mid, and apical slices. In contrast, Fermi-deconvolution shows good agreement in apical and mid slices but overestimates MBF in some basal segments, indicating reduced accuracy under low-dose conditions. Image courtesy of the ISMRM.
Report highlights LLM cybersecurity threats
By Will Morton
The use of LLMs in radiology and healthcare as a whole is expanding, making it crucial to start understanding their potential vulnerabilities.
May 14, 2025
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ISMRM: Synthesized MR images mitigate patient exposure to gadolinium
By Kate Madden Yee
Using synthesized "contrast-enhanced" images can address gadolinium-related health concerns and cut exam time.
May 13, 2025
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ISMRM: MRI postoperative imaging useful for DBS treatment planning
By Liz Carey
Researchers are getting closer to understanding how deep brain stimulation alters the medication burden of patients with Parkinson's.
May 13, 2025
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ISMRM: DMI metabolic modeling provides insight for neuro diseases
By Amerigo Allegretto
Using deuterium metabolic imaging data for metabolic modeling shows differences in brain tissue between healthy, epilepsy, and glioblastoma patients.
May 13, 2025
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ISMRM: AI reconstruction can improve sustainability in MRI
By Erik L. Ridley
Researchers reported substantial energy and time savings from adoption of AI-based MR image reconstruction.
May 13, 2025
Judith Herrmann, MD, PD, of the University Hospital Tübingen in Germany.
Breast texture patterns on mammo may predict cancer risk in dense breasts
By Amerigo Allegretto
Radiomic phenotypes found on mammography may be linked to elevated breast cancer risk in women with dense breasts.
May 13, 2025
Full-field digital mammography (FFDM) images in a 52-year-old woman show a high-risk phenotype (top), and FFDM images in a 58-year-old woman show a low-risk phenotype (bottom). The high-risk phenotype was defined by having high values of the first principal component (PC1) and was assigned to cluster 3 (top row), and the low-risk phenotype was defined by having low values of the PC1 and was assigned to cluster 1 (bottom row). The index images (left side; before any diagnosis of cancer) are provided as well as follow-up images obtained at either the time of cancer diagnosis (for the high-risk phenotype, top right) or at the last follow-up (low-risk phenotype, bottom right). The red circle indicates the location of subsequent breast cancer. Both women had a BI-RADS breast density of C. The woman at high risk for breast cancer was Black and the woman at low risk for breast cancer was white.
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