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Chest / ThoracicAI / InformaticsGuidelineTrainee

Chinese Medical Association updates lung cancer diagnosis and treatment guideline for 2026

The 2026 Chinese lung cancer guideline adds AI and opportunistic screening in low-dose CT, expands molecular testing, and updates treatment regimens for NSCLC, including perioperative, consolidation immunotherapy, and targeted therapy for EGFR, ALK, KRAS, HER2, and MET alteratio…

Zhonghua zhong liu za zhi [Chinese journal of oncology]
Chest / ThoracicBody / AbdominalAI / InformaticsResearch

AI model detects esophageal cancer and precancerous lesions on noncontrast chest CT

An AI model (EAGLE) analyzing noncontrast chest CT achieved 90.0% sensitivity for esophageal cancer and 98.5% specificity in external multicenter testing (11,466 patients), and 99.94% specificity in low-dose screening. Could enable opportunistic esophageal cancer screening.

Nature medicine

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GeneralEducation

Embedding Consumer Engagement in Radiology Education: A Quality Improvement Initiative

A tertiary imaging department embedded consumer engagement into workplace education and CPD through storytelling, co-design, and governance. Consumer storytelling and structured engagement are feasible, low-resource strategies that may promote empathy and patient-centred practic…

Journal of medical radiation sciences
GeneralAI / InformaticsNews

Key Blind Spots in Radiologist-AI Collaboration Identified

A narrative review highlights underrecognized barriers to effective radiologist-AI teamwork: cognitive biases like automation bias, AI uncertainty framing, and skill decay, plus the design of AI user interfaces.

Radiology: Artificial Intelligence
Body / AbdominalEducationTrainee

Implementing PI-QUAL: A Step-by-Step Guide to Prostate MRI Quality Assessment

The Prostate Imaging Quality (PI-QUAL) system provides a standardized framework to assess prostate MRI diagnostic adequacy. A new review outlines a stepwise implementation approach including multidisciplinary training, retrospective audits, protocol optimization, structured repo…

AJR. American journal of roentgenology
Neuro / Head & NeckEducationTrainee

Barriers to Intracranial MR Vessel Wall Imaging Adoption: An AJR Expert Panel Review

Intracranial MR vessel wall imaging is underutilized due to barriers in technical implementation, education, workflow, and evidence. Broader adoption requires standardized acquisition, coordinated education, workflow integration, and multicenter studies demonstrating patient ben…

AJR. American journal of roentgenology
Neuro / Head & NeckGuidelineTrainee

MRI Pitfalls in Amyloid-Related Imaging Abnormalities on Anti-Amyloid Therapy

Radiologists reading MRI for anti-amyloid Alzheimer therapy should recognize gray-zone amyloid-related imaging abnormality (ARIA) findings—subtle FLAIR signal, microhemorrhages, overlapping edema/hemorrhage—and technical pitfalls to avoid treatment-affecting misclassification.

AJR. American journal of roentgenology
GeneralBody / AbdominalMusculoskeletal (MSK)Neuro / Head & NeckPediatricChest / ThoracicAI / InformaticsResearchTrainee

AI-Enabled Precision Education Boosts Resident Pathology Exposure Without Sacrificing Clinical Volume

AI tool (ChatGPT-4o) with >91% precision/recall identified resident pathology gaps; supplemental teaching cases significantly increased unique important pathologies encountered in abdominal, MSK, neuro, peds, and thoracic imaging (all p<0.05) without significantly reducing live…

Academic radiology
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