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Will Morton

[email protected]
AI
Study calls for continuous improvement of AI algorithms
An external validation study conducted in a primary care clinic in Spain has demonstrated the value – as well as important limitations – of AI software for interpreting chest x-rays in clinical practice.
March 8, 2024
Image of patient (upper-left) in which, according to the radiologist's report, there is only consolidation, but the algorithm detects an abnormal rib (upper-right), consolidation (lower-left), and two nodules (lower-right). It is worth noting the confusion of a consolidation with mammary tissue and of two nodules with the two mammary areolae. Image courtesy of Scientific Reports.
Nuclear Medicine
Hold off on the Egg McMuffins before GES tests, experts say
Nuclear medicine technologists are being advised that not just any meal works for patients before gastric emptying scintigraphy (GES).
March 7, 2024
Stomach
Molecular Imaging
PET lung scan times could be cut by half
Dynamic PET scans acquired in half the time of normal scans appear clinically feasible for patients with lung lesions.
March 6, 2024
A 60-year-old male patient with clinical suspicion of lung cancer. PET/CT scan showed FDG-avid pulmonary nodules in the upper lobe of the left lung (red arrow), with a size of 2.2 × 1.3 cm, SUVmax of 12.2, Ki-65 min of 0.016 ml/g/min, and Ki-30 min of 0.014 ml/g/min. Surgical pathology confirmed a granulomatous lesion. In addition, PET/CT scan showed many FDG-avid lung nodules in the mediastinum. (A, static PET maximum intensity projection; B, static PET SUV image; C, static PET/CT fusion image; D, dynamic PET Ki-65 min image; E, dynamic PET Ki-30 min image). Image courtesy of EJNMMI Physics.
Molecular Imaging
Is ‘theragnomics’ the future in molecular imaging?
Combining theranostics and radiomics – a new concept termed “theragnomics” – could be the key to realizing the full potential of molecular imaging of cancer patients.
March 6, 2024
Molecular Imaging
Clinical News
Radiology can play a key role in planetary health
U.S. health care, including radiology, is both a large polluter and extremely resource intensive, yet planetary health and sustainability is an emerging field and likely an unfamiliar topic for most radiologists.
February 23, 2024
2024 02 22 Scheel John
Digital X-Ray
Surgeons urged to screen for osteoporosis in THA patients
Screening for osteoporosis using dedicated bone scans among total hip arthroplasty (THA) patients remains alarmingly low, according to recent research.
February 21, 2024
Tha1
Molecular Imaging
AI spots unidentified brain tumor on PET imaging
An AI algorithm designed for brain PET imaging found a glioblastoma in a patient that had gone undetected by physicians.
February 20, 2024
Baseline scan (A), segmentation results (B), and follow-up scan (C) from patient with molecular glioblastoma. Baseline MRI showed FLAIR hyperintensities in left thalamus and frontoparietal region (white arrowheads). In contrast to expert segmentation, in which only left thalamic region showed slightly increased uptake (red contour), AI algorithm identified additional frontoparietal lesion on baseline PET that subsequently progressed to contrast-enhancing and metabolically active lesion (red arrowheads). Image courtesy of the Journal of Nuclear Medicine.
AI
Can radiologists’ eye-tracking data enhance AI?
Integrating eye-tracking data that map how radiologists interpret x-rays into deep learning AI algorithms could be key to developing more “human-centered” AI.
February 16, 2024
Difference between saccades, fixations, and attention heatmaps in radiologist eye-tracking studies. Image courtesy of the European Journal of Radiology.
Molecular Imaging
PET links tau pathology to speech changes in unimpaired patients
Brain pathology associated with Alzheimer’s disease in cognitively unimpaired adults appears to be linked to speech changes.
February 15, 2024
Tau
AI
Radiologists ‘compete’ on chest x-rays reads with and without AI
In a study described as a “competition between radiologists,” participants tasked with identifying abnormal findings on chest x-rays performed better with AI assistance than without AI assistance – though not by much and not in all cases.
February 14, 2024
The AI system output the bounding boxes and labels of the lesions to assist radiologists. Image courtesy of the Journal of Imaging Informatics in Medicine.
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Top Stories
Blue geometric letter A logo with binary code background representing artificial intelligence technology
Home
LLMs mostly avoid unnecessary care in Choosing Wisely tests
LLMs recommended potentially unnecessary care in about 5% of responses, with many being thyroid ultrasound tests.
Clinical research presentation slide showing FAP RLT experience data table with patient outcomes across multiple institutions and speaker photo
Nuclear Medicine
EANM: Thomas Hope on what’s next in FAP-targeted theranostics
3D medical illustration of human heart with coronary arteries glowing in orange and red against blue background
Cardiac Imaging
MRI shows no ties between COVID, future heart inflammation
PET scan comparison showing SAFOV baseline and 1-minute and 5-minute time-point imaging with tracer uptake patterns
Molecular Imaging
EANM: Next-generation PET scanner cuts imaging time to one minute
Medical CT scan visualization showing coronal, sagittal, and axial views with 3D organ segmentation including kidney, liver, aorta, and tumor models.
Augmented/Virtual Reality
VR boosts accuracy, confidence for evaluating abdominal neuroblastoma
More in Home
ARRS: Ultrasound leads post-liver transplant monitoring
By Amerigo Allegretto
Significant variability persists in liver transplant monitoring, but Doppler ultrasound leads all imaging techniques in this area.
April 16, 2026
Survey results dashboard showing 58 responses from 41 institutions across 25 states and provinces, with North American map indicating geographic distribution.
YouTube leads social media platforms for global radiology education
By Kate Madden Yee
Social media remains widely used for radiology education, and survey respondents consider it highly useful -- especially YouTube.
April 15, 2026
YouTube logo - red rounded square with white play button
ARRS: Emergency rads should brace for future workforce trends
By Amerigo Allegretto
Emergency radiologists have several considerations to make when preparing for workforce challenges and increasing imaging volumes.
April 15, 2026
Professional speaker presenting at ARRS conference podium with laptop and microphone
ARRS: AI does not improve efficiency, outcomes in PE care
By Amerigo Allegretto
Research presented at ARRS 2026 showed that AI may not improve efficiency in pulmonary embolism (PE) care.
April 15, 2026
Woman speaking at ARRS podium during medical imaging conference presentation
ARRS: Radiology chief fires back over claim AI could replace radiologists
By Will Morton
Ultimately, AI technology itself isn’t ready.
April 14, 2026
Four enthusiastic healthcare professionals in white coats and stethoscopes celebrating together in a medical setting
MRI highlights worse muscle health from ultra-processed foods
By Erik L. Ridley
A study has found that ultra-processed food consumption is tied to higher thigh-muscle fat infiltration on MRI.
April 14, 2026
Comparative CT chest scans showing bilateral lungs with clinical measurements and physical activity data for two female participants
Most MIPS quality measures 'topped out' based on a fraction of physicians
By Kate Madden Yee
CMS designates MIPS measures as "'topped out'" when reporting clinicians consistently achieve high performance.
April 14, 2026
Glowing cyan checkmarks on digital grid background representing verification and approval
MRI-guided ultrasound ablation outperforms surgery in prostate cancer
By Will Morton
TULSA may allow patients to recover more quickly and maintain a better quality of life following treatment.
April 14, 2026
X-ray illustration showing inflamed prostate gland highlighted in red and orange within male pelvic anatomy
ARRS: Emergency radiologists can plan for care during system downtimes
By Amerigo Allegretto
Emergency radiologists can take steps toward weathering system failures from malfunctions and cyberattacks.
April 14, 2026
Woman presenting at ARRS podium during medical imaging conference presentation
Abbreviated breast MRI after chemotherapy comparable to full protocol
By Kate Madden Yee
The findings could translate into more tailored patient care, researchers noted.
April 14, 2026
Comparative axial MRI chest scans showing thoracic anatomy with anatomical markers
ARRS: CTA may have key role in imaging SCAD
By Amerigo Allegretto
CTA could be a viable imaging technique in imaging sudden coronary artery dissection (SCAD), an ARRS presentation suggested.
April 14, 2026
Medical professional presenting coronary angiography research at ARRS conference podium
MRI shows link between aneurysm and cumulative combat blast exposure
By Kate Madden Yee
"These findings suggest that repeated blast exposure may leave a measurable vascular signature in the brain," researchers noted.
April 14, 2026
Axial brain MRI scan showing cross-section with yellow arrow indicating anatomical region of interest
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