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Extensive desmoid-type fibromatosis encasing the sciatic nerve: A case report

Sean-Tee Lim; Michael Fitzsimons; Conor Keady dkk.

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ

We describe the case of a 29-year-old man who presented with painful swelling in the right popliteal fossa. MRI demonstrated an extensive infiltrative soft tissue lesion encasing the right sciatic nerve and extending along the common peroneal and lateral sural cutaneous nerves. Subsequent…

Mapping the AI landscape: a review of radiology AI registries in Europe, USA and the UK

Shinnosuke Kitaoka; Tilak Das

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ

Economic evaluation of artificial intelligence deployment in lung cancer chest diagnostic imaging

Kevin Herbert; Angus Ramsay; Chris Sherlaw-Johnson dkk.

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ

MAIBAI: developing a metrological framework for assessment of image-based artificial intelligence systems for disease detection

Elizabeth Cooke; Spencer Thomas; Jessica Goldring dkk.

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ

AI-RADS: a reporting-layer framework for interpretable, action-oriented radiology AI output to support post-market surveillance

Maximilian Russe; Anna Fink; Carl Simon dkk.

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ

From algorithm to action: evaluating the integration of Brainomix in acute clinical workflows

Bethany Moody

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ

Improving biopsy decision-making in prostate cancer using AI-assisted biparametric MRI

Luca Russo; Silvia Bottazzi; Luca D’Erme dkk.

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ

Improving breast mass classification using control-driven data augmentation

Jesper Christensen; Alessandra Manzin; Nadia Smith

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ

From radiology reports to early prognostic markers: benchmarking LLMs in chronic liver disease

Hania Paverd; Zeyu Gao; Golnar Mahani dkk.

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ

An exploratory review and thematic analysis of current artificial intelligence tools in radiology education

Maiar Elghobashy; Hardi Madani; Hameed Rafiee dkk.

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ

Beyond ground truth: validating MRI-based auto-segmentation of cervical brachytherapy targets within interobserver variation

Sooha Kim; Omar Todd; Arvind Sathyamurthy dkk.

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ

Increasing inference-time reasoning reduces reliance on prompt engineering for GPT-5 spinal stability assessment

Anna Fink; Alexander Rau; Stephan Rau dkk.

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ

Deep learning-quantified pectoralis muscle area, density and intramuscular fat percentage independently predicts mortality in pulmonary hypertension associated with chronic lung disease

Krit Dwivedi; Keenan Wells; Alireza Hokmabadi dkk.

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ

Pilot evaluation of a custom GPT model for automated quality assurance of PET-CT reporting

Jack Sheppard; Craig George-McDowall; Dafydd Ap Emyr dkk.

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ

Accuracy of a large language AI model for MRI brain interpretation

Saranya Baleswaran; Rahul Khamar; Rachelle Rachmat dkk.

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ

Beyond the black box: a verification-first AI assistant for radiology education with evidence-graded responses

Yiannis Skarparis

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ

Integrating an LLM-based tool into emergency CT workflow: enhancing trainee vetting and protocolling in the NHS

Matthew Kueh; Ebinesh Arulnathan; Sivakumar Manickam

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ

Implementing large language models in medical education

Aditya Goutam

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ

Artificial intelligence and machine learning-based models in evaluating Alzheimer’s disease and its association with diabetes mellitus

Rajul Rastogi; Arjun Dhingra; Dharmesh Singh dkk.

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ

GraphCXR: a graph-based vision–language framework for clinically grounded chest X-ray interpretation

Aradhya Khandeparker; David Hogg; Ping Lu

The Royal College of Radiologists Open, Vol. 4 · 2026 · Inggris · DOAJ