Radiology

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

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Showing 1513-1533 of 14,363 articles
Automated Detection of Cervical Spinal Cord Compression on MRI Using YOLO11 Deep Learning Architecture: A Two-Center External Validation Study.

STUDY DESIGN: Retrospective two-center external validation study conducted at two medical centers, c...

Feb 2026 41631492
Imaging for Scapholunate Ligament Injuries: Techniques, Challenges, and Innovations.

Scapholunate (SL) ligament injuries are a common cause of wrist pain and instability but can be diag...

Feb 2026 41632071
3D-QALAS synthetic MRI with Zero-DeepSub in children: initial experience including post-contrast imaging feasibility.

BACKGROUND: Magnetic resonance imaging (MRI) in children requires multiple sequences, leading to len...

Feb 2026 41632243
Applications of the Non-invasive Skin Imaging Techniques and Image-based Artificial Intelligence in Rosacea: A Narrative Review.

BACKGROUND: Rosacea is a common chronic inflammatory dermatosis with complex pathophysiology and het...

Feb 2026 41632733
CCE-Net: A Lightweight Context Contrast Enhancement Network and Its Application in Medical Image Segmentation.

Efficient and accurate image segmentation models play a vital role in medical image segmentation, ho...

Feb 2026 41632984
DBFANet: a dual-branch feature alignment network for automated detection of breast cancer bone metastasis.

Bone scan imaging for the detection of bone metastasis of breast cancer has been widely adopted; how...

Feb 2026 41633044
A rapid and accurate guanidine CEST imaging in ischemic stroke using a machine learning approach.

OBJECTIVE: Rapid and accurate mapping of brain tissue pH is crucial for early diagnosis and manageme...

Feb 2026 41633047
Development and validation of an artificial intelligence-based model for diagnosing benign, borderline, and malignant adnexal masses.

Classification of benign, borderline, and malignant adnexal masses is critical to effective clinical...

Feb 2026 41634163
Detection of Swallowing Abnormalities in Pediatric FEES Recordings Using Rule-Based and Model-Based Methods.

Pediatric swallowing dysfunction (SwD) poses serious health risks, including aspiration, malnutritio...

Feb 2026 41634176
Advances in cartilage imaging techniques.

Articular cartilage is crucial for joint function; however, it has limited regenerative capacity whe...

Feb 2026 41634466
Integrating deep learning and radiomics for precise identification of luminal A/B breast cancer subtypes on dynamic contrast-enhanced MRI.

BACKGROUND: Accurate differentiation between luminal A and B subtypes of breast cancer is critical f...

Feb 2026 41634854
Pediatric coronary MR angiography with a two-minute scan using de-aliasing regularization based compressed sensing.

BACKGROUND: Long acquisition time limits the clinical utility of coronary magnetic resonance angiogr...

Feb 2026 41638264
DeepVBM: A fully automatic and efficient voxel-based morphometry via deep learning-based segmentation and registration methods.

Voxel-based morphometry (VBM) using T1-weighted magnetic resonance imaging is a pivotal tool for ass...

Feb 2026 41638266
Reablation of atrial fibrillation targeting electrogram dispersion in patients with isolated veins: The RESTART trial.

BACKGROUND: Pulmonary vein (PV) isolation is a well-established treatment for atrial fibrillation (A...

Feb 2026 41638617
Micro-/nanorobots in nanomedicine - Guidance, imaging and the integration of AI and robotics.

The integration of robotics and artificial intelligence (AI) into nanomedicine represents a signific...

Feb 2026 41678949
Machine Learning-based Radiomic Model for Early Diagnosis of Male Urethral Injury in Pelvic Fracture Patients.

BACKGROUND AND OBJECTIVE: Pelvic fracture urethral injury (PFUI) is serious and requires prompt diag...

Feb 2026 41674781
Noninvasive skin imaging of melanocytic and nonmelanocytic tumours: recent findings.

PURPOSE OF REVIEW: Early diagnosis of skin cancer is essential for patient care. Noninvasive skin im...

Feb 2026 41703997
Artificial Intelligence-based detection of neuropsychiatric lupus: an exploratory meta-analysis of neuroimaging and multimodal biomarker models.

Neuropsychiatric systemic lupus erythematosus (NPSLE) remains challenging to diagnose because of het...

Feb 2026 41627551
An integrative deep learning model based on dual-mode ultrasound for diagnosing gallbladder polyps.

OBJECTIVES: The aim of this study was to develop an artificial intelligence model to automatically d...

Feb 2026 41627678
Interpretable MRI-Based Machine Learning Model for Noninvasive Prediction of Axillary Lymph Node Metastasis After Neoadjuvant Chemotherapy in Breast Cancer.

RATIONALE AND OBJECTIVES: Accurate prediction of axillary lymph node metastasis (ALNM) after neoadju...

Feb 2026 41633888
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