Will Morton

CT
AI model predicts invasiveness of lung cancer on CT scans
Radiologists in Beijing, China, have developed a joint deep-learning and radiomics AI model that can flag how invasive tumors may be in patients with lung cancer.
April 9, 2024
Lung Ai
Advanced Visualization
MEG reveals how the brain processes face-like images
A brain imaging technique called magnetoencephalography (MEG) has identified a neural network that plays a key role in face pareidolia – a tendency to see faces in nonface images.
April 8, 2024
Face Images Thumbnail
Molecular Imaging
PET/MRI detects brain injury in pediatric cancer survivors
PET/MRI could be a tool for diagnosing brain injury due to high-dose methotrexate treatment in young cancer survivors.
April 8, 2024
A visual abstract of the study. Image courtesy of the Journal of Nuclear Medicine.
Digital X-Ray
Bone health appears normal in transgender youth on hormone therapy
Bone mineral density is only slightly below the normal average among transgender youth undergoing gender-affirming hormone therapy.
April 5, 2024
Transgender Heart
Molecular Imaging
SPECT/CT algorithm predicts heart failure hospitalizations
GE HealthCare
AI can effectively predict hospitalization for acute heart failure exacerbation in patients undergoing SPECT/CT myocardial perfusion imaging.
April 3, 2024
A visual abstract of the study by the authors. Image courtesy of the Journal of Nuclear Medicine.
Interventional
Abortion care limitations raise medicolegal concerns in IR
Interventional radiology (IR) specialists should be aware of shifting individual state laws on abortion so as to not be blindsided when called on to provide care to pregnant patients.
April 3, 2024
Gavel3
Radiation Oncology/Therapy
ChatGPT performs well on radiation oncology patient care questions
ChatGPT may be a valuable resource for radiation oncology patients.
April 2, 2024
Chatgpt1
Molecular Imaging
AuntMinnie.com Molecular Imaging Insider
An AI model for analyzing SPECT/CT myocardial perfusion imaging could enable early interventions to prevent heart failure hospitalizations, says a team of U.S. researchers. Click "Read More" for the details as well as other top molecular imaging news.
April 2, 2024
Digital X-Ray
Can AI help chest DDR achieve clinical adoption?
Chest dynamic digital radiography (DDR) may have received a boost toward clinical use in patients with lung disorders, with researchers developing AI to perform time-consuming analysis involved in the technology.
April 1, 2024
(a) Raw example of a dynamic digital radiograph. (b) Contrast equalization using contrast-limited adaptive equalization shows improved anatomical visualization. (c) Training data is generated through manually labeling using SLEAP’s graphical user interface. (d-e) Neural network detection schematic. For each quadrant a series of two networks were used. The first identifies the quadrant center, the second using input of the first, then identifies individual anatomical landmarks within a quadrant. (d) Four neural networks were trained, each with the objective of identifying a chest quadrant centroid. The four separate quadrants are visualized as colored boxes (right upper quadrant, green; right lower quadrant, blue; left upper quadrant, red; left lower quadrant, yellow). (e) Serial centroid then anatomical identification. Two quadrant examples showing confidence maps of trained neural networks identifying quadrant centroids (left) and then anatomical confidence maps (right). Image and caption courtesy of Chest Pulmonary.
Molecular Imaging
PET/MRI may improve diagnosis of Cushing disease
PET/MRI could become the diagnostic method of choice over MRI alone for identifying small pituitary tumors associated with Cushing disease.
March 29, 2024
T1-weighted postgadolinium MR images (A and C) and F-18 FET-PET/MR images (B and D) centered at pituitary before (A and B) and after (C and D) transsphenoidal surgery. This patient with Cushing disease showed clear focal uptake (B) but no clear lesion on previously obtained and accompanying MRI (A). Postoperative tissue analysis did confirm resection of small pituitary adenoma/PitNET, and postoperative F-18 FET-PET showed no residual uptake (D). Image courtesy of the Journal of Nuclear Medicine.
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Digital X-Ray
Chest x-rays reveal atherosclerosis in patients undergoing amputations
Lower limb amputation is an increasingly common major complication of advanced peripheral arterial disease and diabetes mellitus.
Cardiac Mri Adobe Samunella
MRI
3D MRI technique helps plan treatment for pediatric heart conditions
Images of a 39-year-old who underwent screening mammography. Right craniocaudal (left) and mediolateral oblique (middle) views from preoperative mammography show suspicious grouped fine pleomorphic calcifications (arrows). After biopsy showed ductal carcinoma of situ (DCIS), patient underwent breast-conserving surgery, yielding final diagnosis of ductal carcinoma in situ (intermediate grade, hormone receptor positive). (Right) Screenshot of an output of a commercial AI tool applied to preoperative mammography. AI detected right breast lesion with score of 95% on both views (concentric colored circles). Present study’s reviewing radiologist deemed AI marking to correspond with site of DCIS.
Womens Imaging
Could AI scoring help with managing DCIS?
Axial contrast-enhanced CT scan in a 28-year-old premenopausal woman shows an incidentally detected solid-appearing left ovarian lesion (solid arrow) anterior to the uterus (U), associated with trace ascites in the right adnexa and cul de sac (dashed arrows). At pathologic analysis, this was shown to be ovarian dysgerminoma. Two readers misdiagnosed this lesion, one as a leiomyoma and one as an ovarian fibroma.
CT
Clinicians, beware: CT diagnostic accuracy varies by adnexal lesion type
Erin Stephens
Practice Management
Radiology coding update for 2026
More in Home
Scholarly activity low among residency program directors
By Amerigo Allegretto
Study results point toward program directors focusing on administrative responsibilities rather than scholarly activity.
September 26, 2025
Research Highlighter Res
3D DEXA shows value in patients with prostate cancer
By Will Morton
3D DEXA may be a practical and valuable tool for detecting structural bone changes in prostate cancer patients.
September 25, 2025
Dexa
Smith-Bindman unpacks NEJM pediatric CT study
By Kate Madden Yee
In a video interview, the researcher acknowledged CT's importance to patient care but advocated for its appropriate use.
September 25, 2025
Rebecca Smith-Bindman, MD
Women who skip first mammogram more likely to die of breast cancer
By Amerigo Allegretto
Women who do not participate in their first breast cancer screening are 40% more likely to die later from the disease.
September 24, 2025
Mammography Breast Ipad Patient 400
Study finds AI not cost-effective for breast cancer screening
By Amerigo Allegretto
AI is not cost-effective for breast cancer screening, even with reductions in mortality, false-positive cases, and false-negative cases, according to new research.
September 24, 2025
Breast Tomosynthesis Digital 400 (1)
ACS: Cancer survival rates are lower in rural areas
By Kate Madden Yee
The research also reported lower cancer survival rates for Blacks compared to whites, underscoring "disparities in receipt of care."
September 24, 2025
Rural Res
Save power, curb carbon by switching off surplus CT scanners
By Kate Madden Yee
A new study's findings suggest a relatively easy way to "go green" in the radiology suite.
September 23, 2025
Planet Sustainability
Radiologists deem AI x-ray reports clinically acceptable
By Will Morton
There was no evidence of a difference in acceptability between AI- and radiologist-generated reports under a standard criterion.
September 23, 2025
Kara Cxr
ACR CEO talks imaging’s role in spending bill
By Amerigo Allegretto
Dana Smetherman, MD, CEO of the ACR, spoke with AuntMinnie.com about appropriations bills and how imaging may be affected.
September 23, 2025
American Flag Waving 400 (1)
Adding MBI to DBT finds more breast cancers
By Amerigo Allegretto
Adding molecular breast imaging (MBI) to DBT screening leads to more invasive cancers detected in women with dense breasts.
September 23, 2025
Images in a 62-year-old woman who presented for screening. (A) Image from DBT screening (the synthesized 2D mediolateral oblique view of the left breast is shown) at year on was interpreted as negative and showing heterogeneously dense breast. (B) Image from molecular breast imaging screening (mediolateral oblique view) at year one reveals a 0.9-cm non-mass focal area of uptake in the left breast (arrow). (C) Targeted ultrasound scan (transverse image) shows a suspicious mass in the 3-o’clock position of the left breast, 4 cm from the nipple. Ultrasound-guided core biopsy and lumpectomy revealed a 0.9-cm grade 2 invasive ductal carcinoma, an estrogen receptor–negative, progesterone receptor–negative, human epidermal growth factor receptor 2–negative lesion, with two sentinel nodes negative (N0).
DEXA study questions OsteoStrong claims
By Will Morton
Bone outcomes either remained stable or declined in 38 women who used the musculoskeletal strengthening program for eight months.
September 22, 2025
Dexa
MWA successful in treating multinodal thyroid conditions
By Amerigo Allegretto
Ultrasound-guided MWA is effective for treating solitary nodules, multinodular goiters, and autonomously functioning nodules.
September 22, 2025
Ultrasound Collage
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