GeneralAI / InformaticsNewsBrief
Should Artificial Intelligence Join the Residency Admissions Committee?
Should Artificial Intelligence Join the Residency Admissions Committee?
Journal of the American College of Radiology : JACR
Latest
5678 storiesNeuro / Head & NeckAI / InformaticsResearch
Right-hemisphere gray matter loss predominates in cerebral small vessel disease MRI study
In 56 cerebral small vessel disease patients vs 56 controls, MRI showed right-dominant frontal gray matter loss; right prefrontal volume tracked global cognition and left temporal asymmetry tracked decline, supporting gray matter asymmetry as a vascular cognitive marker.
Brain research
Neuro / Head & NeckResearch
Computational model of ketone metabolism matches MRS data and links ketones to lower brain glutamate and GABA
A computational model of brain ketone metabolism matched MRS data and suggests ketones reduce glutamate and GABA mainly by partially displacing glucose metabolism through the pseudo-malate-aspartate shuttle, with key enzymes selectively modulating each neurotransmitter.
Neurochemical research
Body / AbdominalInterventional (IR)AI / InformaticsResearch
CT Radiomics Adds Little to Survival Prediction After TACE in Liver Cancer and Fails External Validation
CT radiomics did not improve survival prediction over clinical models for HCC after TACE (internal C-index 0.593 vs 0.646) and showed poor discrimination in external testing (C-index 0.463, 95% CI 0.397–0.532), adding no incremental value.
Abdominal radiology (New York)
Body / AbdominalResearchTrainee
Thyroid AUS nodules: ACR TI-RADS TR5 carries 55% malignancy rate in prospective study
In 71 thyroid nodules with atypia of undetermined significance, American College of Radiology TI-RADS was associated with malignancy (p=0.025): malignancy rates were 21% for TR3, 8% for TR4, and 55% for TR5.
European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery
GeneralResearchBrief
Natural Language Processing for Automated Lung Cancer Screening Eligibility Classification from Electronic Health Record
Natural Language Processing for Automated Lung Cancer Screening Eligibility Classification from Electronic Health Record.
Journal of the American College of Radiology : JACR
Neuro / Head & NeckInterventional (IR)Research
Dual-lumen balloon catheter aids Onyx embolization of MMA for chronic subdural hematoma
Dual-lumen balloon-assisted Onyx embolization of the middle meningeal artery achieved >50% hematoma reduction in 90.4% and complete resolution in 70.6% of chronic subdural hematoma patients at 3 months, with no recurrences and a 2.6% complication rate.
AJNR. American journal of neuroradiology
Musculoskeletal (MSK)AI / InformaticsResearch
Multicenter AI Fuses MRI Muscle Features and BMD to Predict Osteoporotic Vertebral Fractures
An interpretable AI model fusing MRI paraspinal muscle features with BMD and clinical data achieved AUCs of 0.881–0.917 for osteoporotic vertebral fracture prediction across multiple centers, significantly outperforming a BMD-only baseline.
Journal of imaging informatics in medicine
Musculoskeletal (MSK)AI / InformaticsResearch
Multicenter comparison of deep learning models for Kellgren-Lawrence grading of knee osteoarthritis
In a multicenter study of 1550 patients, VGG-16 achieved AUC 0.93 (accuracy 0.73) for Kellgren-Lawrence classification of knee OA on AP radiographs, but external validation accuracy fell to 0.65. Adding lateral radiographs or clinical data (age, gender, BMI) did not improve perf…
Journal of imaging informatics in medicine
Body / AbdominalAI / InformaticsResearch
CT-based deep learning model for ureteral length matches gross specimen measurements
A deep learning model for CT-based ureteral length measurement yielded a mean of 269 mm, not significantly different from the gross specimen reference (p>0.999).
Journal of imaging informatics in medicine
Musculoskeletal (MSK)EmergencyAI / InformaticsResearch
Hybrid ViT-XGBoost Model Classifies Hip Fractures on Pelvic X-Rays with 88.31% Accuracy
Hybrid ViT-XGBoost model classified hip fractures on pelvic X-rays with 88.31% accuracy (95% CI 79.3–93.7%) on 77 test radiographs from a Jordanian centre. Outperformed CNN and transformer baselines, but needs external validation.
Journal of imaging informatics in medicine
Musculoskeletal (MSK)PediatricAI / InformaticsResearch
Gemini 3.1 Pro outperforms GPT-5.1 at Cobb angle measurement, but both lack accuracy for autonomous use
In a study of 125 spine radiographs, Gemini 3.1 Pro measured Cobb angles with lower error than GPT-5.1 (MAE 5.06° vs 9.62°, P<0.001), but agreement was still insufficient for autonomous use; expert verification remains necessary.
Journal of imaging informatics in medicine
PediatricChest / ThoracicAI / InformaticsResearch
Continual learning adapts adult chest X-ray AI for neonatal endotracheal tube assessment across 30 NICUs
Across 30 NICUs in 20 countries, privacy-preserving continual learning reduced neonatal chest X-ray endotracheal tube landmark error to 0.67 cm (vs 1.29 cm site-specific fine-tuning, 4.30 cm adult-only) at 29/30 sites and improved deep intubation detection at 27/30 sites.
Nature biomedical engineering
Chest / ThoracicEducationTrainee
Review: pulmonary nodule classification, biomarkers, signaling, and management
This review summarizes pulmonary nodule classification, risk assessment, biomarkers, AI applications, and management, advocating for risk-adapted, longitudinal, multidisciplinary care.
Signal transduction and targeted therapy
GeneralNewsBrief
Interventional Radiology in Undergraduate Medical Education: A Kern's Framework Approach.
Interventional Radiology in Undergraduate Medical Education: A Kern's Framework Approach.
Cardiovascular and interventional radiology
GeneralNewsBrief
Access on the Go: The Vital Role of Mobile Screening Units
Access on the Go: The Vital Role of Mobile Screening Units
American College of Radiology (ACR)via Google News
Neuro / Head & NeckPediatricNews
MRI links weaker cerebellar-amygdala-thalamic circuit connectivity to adolescent anxiety
MRI analysis of nearly 3,500 adolescents reveals that weaker connections in a cerebellum-amygdala-thalamus circuit are associated with greater anxiety, while more efficient temporoparietal and frontoparietal networks may be protective. The brain differences were detectable as ea…
Radiology Business
GeneralNewsBrief
SCCT seeks applicants for Future Leaders Program
SCCT seeks applicants for Future Leaders Program
AuntMinnievia Google News
GeneralNewsBrief
Katheryn Keenan wins Flemming Award
MRI researcher Katheryn Keenan wins the Flemming Award.
AuntMinnievia Google News
GeneralNewsBrief
ACR opposes bill to end No Surprises Act arbitration
ACR opposes bill to end No Surprises Act arbitration
AuntMinnievia Google News
GeneralNewsBrief
Bayer touts I-124 evuzamitide PET study
Bayer touts I-124 evuzamitide PET study
AuntMinnievia Google News
GeneralNewsBrief
Oxford Brain Diagnostics touts study on FTD pathology
Oxford Brain Diagnostics touts study on FTD pathology
AuntMinnievia Google News
BreastEducationTrainee
Breast anatomy for imaging interpretation
This lecture breaks down breast anatomy with a practical focus on imaging: lobes, lobules, ducts, skin/muscle relations, Cooper's ligaments, blood supply, and lymphatic drainage — all correlated with what we see on mammography and ultrasound.
Radiology Tutorials (YouTube)
GeneralNews
Radiologists Abandon Partnership Tracks for Pay and Lifestyle Flexibility
Many radiologists are abandoning traditional partnership tracks and hierarchical advancement, instead chasing the best paycheck and lifestyle amid private equity acquisitions, declining reimbursements, and thinning practice margins, according to a Diagnostic Imaging column.
Diagnostic Imaging
GeneralEducation
AutoHotkey Script Improves PowerScribe 360 Control via Internal Commands
An AutoHotkey script for PowerScribe 360 uses internal .NET commands instead of simulated keystrokes, eliminating lag. It lets radiologists navigate report fields while PACS remains active, replicating PowerMic button behavior.
Ben White
GeneralBreastChest / ThoracicCardiacBody / AbdominalNews
ESR's EU Screening Week campaign reaches over 300,000 on social media
ESR's EU Screening Week campaign reached over 300,000 people on social media, promoting radiology's role in early detection of breast, lung, prostate cancers and cardiovascular disease. Campaign materials remain online for ongoing public education.
European Society of Radiology (ESR)
EmergencyGeneralNews
Philips Lumify Ultrasound Recalled After Four Patient Deaths
Philips recalls Lumify point-of-care ultrasound after software bug forces unexpected re-registration, blocking scans; linked to four deaths and eight serious injuries. FDA warns delays in remote settings without backup may cause serious harm.
Radiology Business
GeneralNews
Trainees overwhelmingly favor hybrid/WFH radiology practice models
93% of radiology trainees support hybrid and work-from-home (WFH) practice models; none prefer fully in-person. Only 61% felt prepared for these settings vs 83% of attendings; 23% want more education on remote workflows.
Radiology Business
GeneralAI / InformaticsNews
Sopris Capital Acquires Blackford Analysis from Bayer
Private equity firm Sopris Capital has acquired AI platform company Blackford Analysis from Bayer and will fold it into Azra AI, keeping Blackford operating as a separate entity with no disruption to current deployments.
The Imaging Wire +1 more
