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Eric Barnes

[email protected]
Image Processing
So many advanced images, so little time
Thursday, December 3 | 10:30 a.m.-12:00 p.m. | RCC52C | Room S501ABCThis review course will survey the landscape of advanced imaging techniques and explain how different types of images are useful in different settings.
November 9, 2015
Advanced Visualization
Bone mets no match for hybrid 3D hot-spot analysis of PET/CT
Wednesday, December 2 | 12:45 p.m.-1:15 p.m.| NM223-SD-WEB11 | Room S503ABA technique that identifies bone metastasis "hot spots" automatically from PET/CT could vastly improve radiologists' ability to diagnose and follow up patients with bone cancer.
November 9, 2015
Advanced Visualization
Gaze-tracking system offers insight into image reading
Wednesday, December 2 | 11:50 a.m.-12:00 p.m. | SSK06-09 | Room E351In this session, Japanese researchers will describe their development of a gaze-tracking system that monitors where -- and for how long -- radiologists look for abnormalities on CT colonography images.
November 9, 2015
AI
Supine-only CTC with CAD drops radiation dose
Wednesday, December 2 | 11:40 a.m.-11:50 a.m. | SSK06-08 | Room E351Supine-only reading of CT colonography (CTC) data with computer-aided detection (CAD) could potentially enable single-position CTC exams, cutting both radiation dose and reading time in half, according to researchers from Massachusetts General Hospital.
November 9, 2015
Advanced Visualization
Automated 3D volumetry-based MRI reveals pulmonary hypertension
Wednesday, December 2 | 11:00 a.m.-11:10 a.m. | SSK04-04 | Room S504AB3D automated volumetry of the heart with MRI can diagnose and exclude pulmonary hypertension noninvasively, according to researchers from the University of Heidelberg and three other institutions.
November 9, 2015
Advanced Visualization
3D printing technologies improve cardiovascular care
Tuesday, December 1 | 4:30 p.m.-6:00 p.m. | RC412D | Room S504ABThis review course will provide an overview of the wide range of technologies and applications of 3D printing for cardiovascular care.
November 9, 2015
Image Processing
Aortic imaging goes (way) beyond diameter measures
Tuesday, December 1 | 4:30 p.m.-6:00 p.m. | RC412A | Room S504ABThere's much more to aortic imaging than vessel diameter, according to a review course on aortic imaging that launches an advanced vascular imaging session on Tuesday.
November 9, 2015
Image Processing
Researchers model breast CT compression, deformation
Tuesday, December 1 | 11:30 a.m.-11:40 a.m. | SSG16-07 | Room S502ABResearchers are working toward automated lesion segmentation in breast image analysis, but targeting breast compression and localization is the first step -- and the subject of this presentation from the University of Michigan.
November 9, 2015
Image Processing
Automated pancreatic segmentation could aid diabetes, cancer diagnosis
Tuesday, December 1 | 10:50 a.m.-11:00 a.m. | SSG16-03 | Room S502ABIn this session, researchers from the U.S. National Institutes of Health will discuss an automated pancreatic segmentation scheme that could help diagnose diabetes and pancreatic cancer.
November 9, 2015
Advanced Visualization
Electronic cleansing for CTC minimizes artifacts
Tuesday, December 1 | 10:30 a.m.-10:40 a.m. | SSG16-01 | Room S502ABA Massachusetts General Hospital team will describe its development of an electronic cleansing scheme for CT colonography (CTC) images that minimizes the imaging artifacts that plague such algorithms.
November 9, 2015
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Top Stories
Baseline and 1-year follow-up CT and MRI scans of thoracic and lumbar spine with color-coded vertebral segmentation
CT
LDCT predicts vertebral fracture risk in heavy smokers
Participants were heavy smokers aged 55 to 74 years old with at least 30 pack-years of smoking history.
Four wrist X-ray images showing fracture detection examples: true positive with distal radius fracture, true negative normal wrist, false positive misidentified fracture, and false negative missed fracture.
Digital X-Ray
ChatGPT-5 misses half of distal radius fractures on x-rays
Female presenter delivering conference talk on AI and ICH outcomes at SIM event with projection screens
AI
SIIM-CAIMI: AI triaging for ICH leads to faster turnaround times
PET/CT scan showing axial, sagittal, and coronal views with metabolic activity visualization in yellow and orange
MRI
SIIM-CAIMI: 20% of advanced imaging prior auth denials get overturned
FREE webinar: find your imaging capacity
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FREE webinar: find your imaging capacity
More in Home
SIIM leaders reflect on rapid growth of AI in imaging
By Amerigo Allegretto
Leaders for SIIM shared their thoughts on AI's growth in radiology, including challenges and future opportunities.
June 11, 2026
SIM26 InformaticsTECH Expo large 3D sign display at indoor event venue with colorful branding
Experts propose new MRI standards for prostate cancer screening
By Kate Madden Yee
The guidance is intended to provide consensus on the acquisition, interpretation, and reporting of prostate MRI.
June 11, 2026
Medical illustration of prostate gland surrounded by red viral particles on blue background
SIIM: LLMs can reliably perform numerical tasks in radiology
By Amerigo Allegretto
A study presented at SIIM 2026 showed how LLMs can perform well on numerical tasks in radiology.
June 10, 2026
SIM26 InformaticsTECH Expo large-scale event signage with green and blue lettering displayed in modern venue
Early FAPI-PET scans match 60-minute scans for lung cancer staging
By Will Morton
By convention, most molecular imaging tracers such as F-18 FDG are injected one hour prior to PET scans to allow time for uptake of the tracer by tumors.
June 10, 2026
Comparative PET scan images at 10 and 60 minutes showing FAPI radiopharmaceutical distribution in patient body
SIIM: LLMs have tradeoffs in energy use for imaging tasks
By Amerigo Allegretto
Research presented at SIIM 2026 shows that reasoning LLMs have energy tradeoffs for their performances.
June 10, 2026
SIM26 InformaticsTECH Expo large 3D sign displayed at indoor exhibition venue
AI gives a boost to cardiac MRI risk prediction
By Kate Madden Yee
Accurate risk prediction for coronary heart disease helps clinicians guide patient therapy and follow-up.
June 10, 2026
Bar chart comparing C-index values between Cox and RSF methods for Demographics + CMR and Registry + Demographics + CMR configurations with error bars and statistical significance markers.
Philips Future Health Index quantifies benefits of AI in healthcare
By Liz Carey
2026 report takes AI beyond potential.
June 10, 2026
Future Health Index 2026 logo with white text and light blue sunburst symbol on dark background
MSK AI tool for ultrasound shows promise for assisting novice imagers
By Liz Carey
The software evaluated for standard plane recognition and automatic key anatomy segmentation.
June 9, 2026
Ultrasound imaging of wrist anatomy showing carpal tunnel structures with labeled anatomical landmarks and soft tissue layers.
fMRI reveals postmenopausal brain connectivity shifts in midlife women
By Kate Madden Yee
The findings suggest that menopause represents "an important neurological transition," researchers noted.
June 9, 2026
Brain connectivity visualization showing neural pathways and fiber tracts across sagittal, coronal, and axial views with color-coded anatomical regions.
Air pollution tied to worse coronary disease on CT, especially in women
By Kate Madden Yee
The strongest effects of pollution exposure is seen in women, even at moderate levels typical of high-income countries.
June 9, 2026
Coronary imaging comparison: CACS and CTA scans showing severe calcium deposits with higher plaque exposure versus no coronary artery disease with lower plaque exposure
SIIM: Quality management needed for successful use of imaging AI
By Amerigo Allegretto
A keynote given at the SIIM-ACR Data Science Summit shared how quality management is important in using imaging AI.
June 9, 2026
SIM26 InformaticsTECH Expo event signage with colorful dimensional letters and green circular logo displayed in modern venue.
AI may provide early breast cancer alerts from mammograms
By Amerigo Allegretto
Commercial AI systems could provide early alerts for breast cancer by picking out early signs of the disease on mammograms.
June 9, 2026
Mammography scans showing breast cancer progression from 2009 to 2014, with risk percentiles above 90th for all AI algorithms
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