Radiology

Latest AI and machine learning research in radiology for healthcare professionals.

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Lean mass loss in the intensive care unit and its restoration: A narrative review.

The preservation of lean mass (LM) and its restoration following catabolic loss represents a primary...

Feb 2026 41731719
Machine Learning Integration of MRI Intratumoral and Peritumoral Radiomics Features for Predicting PNSTs Postoperative Complications.

RATIONALE AND OBJECTIVES: Postoperative complications (15-76%) substantially affect patients with pe...

Feb 2026 41735109
Artificial intelligence as a diagnostic support tool in hysteroscopy: current evidence and clinical implications.

BACKGROUND: Hysteroscopy allows direct inspection of the uterine cavity for many conditions. Despite...

Feb 2026 41725376
Diagnostic Accuracy of Artificial Intelligence Models in Computed Tomography Interpretation of Chronic Rhinosinusitis: A Systematic Review.

BACKGROUND: Chronic rhinosinusitis (CRS) is a prevalent condition frequently evaluated using compute...

Feb 2026 41725413
Advancing Coronary Risk Assessment Through Combined Radiomic, Mechanical, and Hemodynamic Analysis.

PURPOSE: Detecting vulnerable coronary plaques through coronary computed tomography angiography (CCT...

Feb 2026 41729206
Can AI write reports like a radiologist? A blinded evaluation of large language model-generated lumbar spine MRI reports.

BACKGROUND: To compare the quality and clinical usefulness of large language model (LLM)-generated l...

Feb 2026 41729370
Comparison of respiratory-gated and breath‑hold accelerated T2-weighted sequences for liver MRI with deep learning reconstruction.

BACKGROUND: T2-weighted imaging (T2WI) of the liver suffers from prolonged scan times and respirator...

Feb 2026 41729404
Navigated hepatic tumor resection using intraoperative ultrasound imaging.

PURPOSE: This proof-of-concept study evaluates the feasibility and accuracy of an ultrasound-based n...

Feb 2026 41729473
Acute deep neck infection MRI: deep learning segmentation and clinical relevance of retropharyngeal edema volume.

OBJECTIVE: Retropharyngeal edema (RPE) on MRI in patients with acute neck infection is associated wi...

Feb 2026 41729484
Biomechanics-informed Non-rigid Medical Image Registration with Elasticity Theories.

Biomechanical modelling of soft tissue provides a method for constraining medical image registration...

Feb 2026 41729663
Towards the Spectral bias Alleviation by Normalizations in Coordinate Networks.

Representing signals using coordinate networks dominates the area of inverse problems recently, and ...

Feb 2026 41729674
Multimodal Machine Learning and Deep Learning Approaches for Parkinson's Disease Diagnosis: A Comprehensive Survey.

Parkinson's disease (PD) is a progressive neurodegenerative disorder that profoundly affects patient...

Feb 2026 41729683
The influence of age and the presence of prostate cancer on prostate volume, PSA and PSA density.

OBJECTIVE: To assess prostate volume (PV) changes with age in symptomatic and asymptomatic men with ...

Feb 2026 41730523
AI-Based STroke Risk fActor Classification and Treatment (ABSTRACT) study.

BACKGROUND: Stroke is a leading cause of death and disability worldwide, costing the UK approximatel...

Feb 2026 41730590
Development of an automatic segmentation system for anterolateral thigh flap perforators in maxillofacial reconstruction.

The anterior thigh (ALT) flap is commonly used in reconstructive surgery, especially in maxillary re...

Feb 2026 41729848
Artificial Intelligence-Based Analysis of Central Nervous System Vasculopathy in Pediatric Sickle Cell Anemia.

In children with sickle cell anemia (SCA), central nervous system (CNS) complications such as chroni...

Feb 2026 41725068
Accelerating MRI With Longitudinally-Informed Latent Posterior Sampling.

PURPOSE: To accelerate MRI acquisition by incorporating the previous scans of a subject during recon...

Feb 2026 41724725
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