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Will Morton

[email protected]
AI
Video from SIIM: Nabile Safdar on integrating AI into radiology training
We caught up with Nabile Safdar, MD, to discuss best practices for the integration of AI into radiology training.
May 23, 2025
Nabile Safdar
ISMRM 2025
ISMRM: Embrace concept of ‘mālama honua’ in planetary health
Sustainability efforts in radiology should embrace the concept of "mālama honua," meaning "To care for our island Earth," an expert suggests.
May 15, 2025
Reed Omary, MD, discussed planetary health in a May 14 plenary session on sustainability in radiology.
ISMRM 2025
ISMRM: Barriers face synthetic amyloid PET image development
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 2025
ISMRM: 4D MRI reveals heart impairments in patients with COPD
Research presented at ISMRM 2025 highlighted how 4D flow MRI reveals cardiopulmonary hemodynamic interaction in patients with COPD.
May 12, 2025
Examples of hemodynamic parameter maps superimposed on their corresponding anatomic data for two participants. Participant A represents an example of good flow with lower right ventricle stasis, increased right atrium kinetic energy, and increased mean velocity when compared to the sample’s average calculations. Opposite findings are highlighted by the visualizations of participant B representing an example of poor flow.
ISMRM 2025
ISMRM: Brain’s waste-clearing system accelerates brain aging after stroke
The brain’s glymphatic system appears to accelerate brain aging in patients after ischemic stroke.
May 10, 2025
Representative T2-FLAIR, CBF maps, choroid plexus segment, free-water maps, ALPS ROI, and 3D T1BRAVO from a stroke patient, and a healthy control. Both individuals are 64 years old in chronological age. The patient displays an evident ischemic lesion in the basal ganglia region on T2-FLAIR imaging. The distinctions between the patient and the healthy control are as follows: CBF (32.22 ml/100g/min vs. 47.70 ml/100g/min), CPVF (1.47 vs. 0.84), VCSFVF (32.50 vs. 11.00), MSFW (0.0455 vs. 0.0313), ALPS (1.04 vs. 1.54), and BPAD (13.21 vs. -1.60).
Editor's Note
AuntMinnie.com Molecular Imaging Insider
SPECT/CT myocardial perfusion imaging may help identify patients with coronary artery disease who are more likely to benefit from specific therapies.
May 7, 2025
Molecular Imaging
SPECT/CT MPI may guide medical therapy in CAD patients
SPECT/CT myocardial perfusion imaging can identify patients with coronary artery disease who are more likely to benefit from specific therapies.
May 7, 2025
Screenshot 2025 05 06 141932
MRI
ARRS: Hype is growing around whole-body MRI
Public interest in retail whole-body MRI is growing, and radiologists can play a key role in addressing the hype.
May 5, 2025
Screenshot 2025 05 09 153923
Molecular Imaging
Controversy clouds nuclear medicine bill
Radiology societies and patient advocates are at odds over a bill in the U.S. Congress.
May 1, 2025
Congress
CT
DL model can aid in diagnosing myocardial ischemia
A deep-learning (DL) model can automatically measure myocardial blood flow on CT scans to help diagnose myocardial ischemia.
April 29, 2025
Representative images from diagnostic analysis of deep learning (DL)-based CT myocardial perfusion imaging (MPI). (A-D) Representative images in a 51-year-old woman with stable angina at presentation. (A) Curved planar reformation and (B) three-dimensional maximum intensity projection images show severe stenosis of the opening left anterior descending artery (arrow). (C) Fractional flow reserve (FFR) determined with invasive coronary angiography helps confirm that there was no hemodynamic significance of the opening left anterior descending artery lesion (arrow). (D) Dynamic CT MPI provided functional information to identify hemodynamically significant stenosis with reference to invasive FFR. Myocardial blood flow (MBF) derived from DL-based CT MPI revealed the absence of decreased myocardial perfusion of the left anterior descending artery territory (the areas outlined in black represent the myocardium subtended by the left anterior descending stenosis, and the color bar is a graphical scale that maps MBF ranges). (E-H) Representative images in a 62-year-old man with exertional chest pain at presentation. (E) Curved planar reformation and (F) three-dimensional maximum intensity projection images show moderate stenosis of the middle left anterior descending artery (arrow). (G) FFR determined at invasive coronary angiography helps confirm that the middle left anterior descending lesion was hemodynamically significant (arrow). (H) Dynamic CT MPI provided functional information to identify hemodynamically significant stenosis with reference to invasive FFR. DL-based CT MPI showed a reduction in MBF within the middle and basal anterior wall of the left anterior descending artery territory (the areas outlined in black represent the myocardium with decreased perfusion, and the color bar is a graphical scale that maps MBF ranges). MBFDL = MBF derived from the DL model.
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AI
ARRS president: Radiologists should embrace AI in evolving world
New ARRS president Christine Glastonbury, MD, talked about the need for "actual intelligence" in shaping how AI used in radiology.
(A) Averaged parametric images of F-18 SynVesT-1 BPND values and (B) F-18 FDG SUVR (60–90 minutes) values overlaid on anatomical (T1) images in MNI space show group differences between behavioral variant frontotemporal dementia (top) and healthy controls (middle). The color scale represents (A) BPND and (B) SUVR values. On the bottom, average z-score maps were generated to visualize regional reductions in F-18 SynVesT-1 BPND and F-18 FDG SUVR in bvFTD relative to healthy controls. For each voxel, z-scores were calculated as z = (bvFTD−meanHC )/SDHC. Negative z-scores indicate lower synaptic density or glucose metabolism in the bvFTD compared with controls in the regions. BPND, non-displaceable binding potential; bvFTD, behavioral variant frontotemporal dementia; F-18 FDG, F-18 fluorodeoxyglucose; MNI, Montreal Neurological Institute; SUVR, standardized uptake value ratio.
Molecular Imaging
New PET tracer shows promise in dementia
Radiological Report 400 (1)
Advanced Visualization
LLM could help translate radiology reports for patients
Minnie Cast Thumbnail (7)
Breast
Women's Imaging MinnieCast, Episode 6 - What to know about BI-RADS v2025
Hair Extensions Sm
MRI
A hair-raising MRI safety concern: Weft extensions with metallic beads
More in Home
AI estimates children’s bone density on chest x-rays
By Will Morton
A study highlights the potential of an AI model as a tool for opportunistic bone health screening in children at risk for skeletal deficits.
April 7, 2026
Representative example of a 16-year-old male patient with underlying X-linked adrenoleukodystrophy. (A, B) Paired anteroposterior (AP) chest radiograph and dual-energy x-ray absorptiometry (DXA) report shows lumbar spine (L1 through L4) areal bone mineral density (BMD). The DXA report was reformatted for anonymization and improved readability. The patient had low BMD (Z score ≤ −2.0). (C) Model (chest radiography [CXR]–BMD) output shows the predicted raw BMD and Z score in comparison with the DXA reference standard, together with interpretability analyses using Shapley additive explanations (SHAP) and gradient-weighted class activation maps. The patient was classified as having low BMD, consistent with the reference standard. AM = age-matched, DEXA = dual-energy x-ray absorptiometry, RM2 = room 2, SNUH = Seoul National University Hospital, YA = young adult.
MRI 'fingerprinting' technique characterizes prostate lesions
By Amerigo Allegretto
The technique can differentiate suspicious prostate lesions from clinically insignificant lesions.
April 7, 2026
Representative T2-weighted (T2w) images, apparent diffusion coefficient (ADC) maps, and MR fingerprinting (MRF)-derived T1 and T2 maps obtained from three participants with different histologic types of prostatic lesions. Lesions are circled with dashed lines. Mean values with standard deviations for ADC, T1, and T2 are shown at the bottom of the images. PCa = prostate cancer.
MRI reveals linked heart, brain damage from breast cancer chemotherapy
By Kate Madden Yee
The finding suggests cardiotoxicity and neurotoxicity may be interrelated comorbidities rather than independent side effects.
April 7, 2026
Mri Breast Cancer
Podcast: Mystery surrounds quench button in fatal MRI accident
By Liz Carey
Several companies had some sort of responsibility for that quench button, its installation, its functionality, over the life of that trailer, according to experts.
April 7, 2026
The Invisible Force Podcast Album Cover Auntminnie Jan 2026 Thumbnail sra O0 D Ij Z6
Consortium launches 5-year plan to improve theranostics outcomes
By Will Morton
The project aims to pave the way for personalized radiopharmaceutical therapy.
April 6, 2026
Isotopes1
Rad assistants can save practices hundreds of noninterpretive task hours
By Will Morton
Noninterpretive tasks constitute up to 44% of a radiologist’s workday.
April 6, 2026
Adobe Stock 204040073
Accuracy, ads influence women's willingness to pay for AI mammography
By Amerigo Allegretto
Women's willingness to pay for AI-assisted screening mammography varies by accuracy, error rates, and price.
April 6, 2026
Breast Imaging Computer Screen Thumbnail
Study affirms MRE as quantitative imaging biomarker
By Liz Carey
Liver stiffness measurements agree between conventional MR elastography sequence and updated sequence, according to researchers.
April 3, 2026
Liver Social
Pediatric CEUS use 'slowly' rising since FDA clearance
By Amerigo Allegretto
Since a 2016 clearance by the FDA, the use of pediatric CEUS in the U.S. has grown at a slow pace.
April 3, 2026
Contrast Injector 400
AI aging estimates based on chest x-rays linked to mortality
By Will Morton
No studies have investigated the ability of aging velocity -- the rate of change in radiographic age over time -- to predict mortality.
April 3, 2026
Artificial Intelligence Ai Abstract Social
Ultrasound MinnieCast, Episode 5: How POCUS is reshaping care
By Amerigo Allegretto
Christine Schutzer discusses the current state of POCUS use and training, as well as her time in the Philippines.
April 3, 2026
Minnie Cast Thumbnail (1)
Tailoring breast radiotherapy to women's risk leads to success
By Amerigo Allegretto
Many women don't have breast cancer recurrence after receiving radiotherapy following initial treatment, a study showed at EBCC15.
March 24, 2026
Radiotherapy 400
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