Radiology

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

14,363 articles
Stay Ahead - Weekly Radiology research updates
Subscribe
Browse Categories
Showing 1324-1344 of 14,363 articles
Intraoperative Ultrasound-Based Displacement Mapping Through Deep Learning.

BACKGROUND AND OBJECTIVES: Brain shift during neurological surgery for brain tumors can be caused by...

Feb 2026 41705928
Lesion-level dual-tracer PET biomarkers predict prognosis in multiple myeloma treated with CXCR4-directed radiopharmaceutical therapy.

BACKGROUND: C-X-C motif chemokine receptor 4 (CXCR4)-directed radiopharmaceutical therapy (RPT) repr...

Feb 2026 41706122
Practice Pattern Changes After Adoption Of Diagnostic AI Tool Used In Conjunction With Cardiac Imaging.

In 2018, Medicare established coverage and reimbursement for its first service using artificial inte...

Feb 2026 41707090
Deep Learning-Based Auto-Navigation for Free-Breathing Golden-Angle Radial MRI.

PURPOSE: To develop a deep learning-based auto-navigation technique for free-breathing golden-angle ...

Feb 2026 41708522
Neuropathologic basis of quantitative susceptibility mapping in the substantia nigra: contributions of tau, pigmented neurons, and iron.

Quantitative susceptibility mapping (QSM) on MRI quantifies tissue magnetic susceptibility, which in...

Feb 2026 41708563
Clinical-grade autonomous cytopathology through whole-slide edge tomography.

Cytopathology, often abbreviated as cytology, has a central role in the early detection of cancer, s...

Feb 2026 41708854
Deep transfer learning based image colorization using VGG19 and CLAHE.

Image colorization transforms grayscale images into realistic color representations. It is a challen...

Feb 2026 41702997
An ultrasound-based artificial intelligence framework for difficult airway prediction: A two-model, three-step decision framework.

BACKGROUND: At present, the early warning of difficult airway remains fraught with challenges. Previ...

Feb 2026 41706751
Mapping knowledge landscapes and emerging trends in AI for coronary artery disease imaging biomarkers: A bibliometric and visualization analysis.

BACKGROUND: With the rapid advancement of artificial intelligence (AI) in medical imaging, its appli...

Feb 2026 41713756
High-speed quantitative X-ray multi-contrast imaging with deep learning based modulated pattern analysis.

The advent of X-ray multi-contrast imaging methods, providing absorption, phase, and dark-field imag...

Feb 2026 41701528
Analysing DCE-MRI scans using hybrid techniques for early detection of prostate cancer based on fusion features of handcrafted and deep learning features.

Prostate cancer is among the most diagnosed malignancies in men worldwide and a leading cause of can...

Feb 2026 41700925
Structural brain imaging biomarkers for predicting seizure recurrence after a first unprovoked seizure.

OBJECTIVES: Predicting seizure recurrence following a first unprovoked seizure (FUS) remains a signi...

Feb 2026 41701158
OnUVS: An Online Motion Transfer Framework with Content-Texture Decoupling for High-Fidelity Ultrasound Video Synthesis.

Ultrasound (US) imaging plays a crucial role in diagnosing heart and pelvic diseases, where sonograp...

Feb 2026 41701591
A Novel Approach to Ovarian Cancer Diagnosis via CT Imaging: GPT-4o-Driven Automated Feature Recognition and Validation in Clinical Settings.

BACKGROUND: Accurate non-invasive diagnosis of early-stage ovarian cancer remains challenging becaus...

Feb 2026 41703208
Nuclear medicine in predicting hepatocellular carcinoma response.

Immune checkpoint inhibitors and anti-angiogenic targeted therapies have improved outcomes in hepato...

Feb 2026 41699948
Early diagnosis of Alzheimer's Disease: Graph theoretical analysis of cerebellar network features based on 18F-AV45 PET.

Pathological and neuroimaging changes in the cerebellum of Alzheimer's disease (AD) patients have be...

Feb 2026 41701723
Radiomics for early detection of pancreatic cancer: a systematic review and meta-analysis.

BACKGROUND: Pancreatic ductal adenocarcinoma (PDAC) is one of the lethal malignancies, in which accu...

Feb 2026 41707911
Noninvasive Assessment of the Ulnar Nerve in the Upper Extremity Using Machine Learning.

PURPOSE: The purpose of this study was to develop a machine learning algorithm trained on ultrasound...

Feb 2026 41737896
Incorporating global-local tissue changes to predict future breast cancer from longitudinal screening mammograms.

Early detection of breast cancer (BC) through mammography screening is critical for reducing mortali...

Feb 2026 41747525
Browse Categories