Radiology

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

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Showing 568-588 of 15,602 articles
Annotation-efficient Semi-supervised and Active Learning for Breast Cancer Segmentation in DCE-MRI.

Accurate breast tumor segmentation in dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI)...

Sep 2026 42678842
Deep learning predicts overall survival in high-grade meningioma using MRI and clinical data.

BACKGROUND: High-grademeningiomas (WHO II-III) recurfrequentlyand show wide variation in patient sur...

(1)
Sep 2026 42679683
Cone Beam Computed Tomography-based Lung Function Imaging using Deep Learning for Functional Image-Guided Adaptative Radiation Therapy.

PURPOSE: Recent studies indicate that lung function can change significantly during radiation therap...

(1)
Sep 2026 42679907
Lipoprotein(a) and the C-reactive protein-triglyceride-glucose index in relation to coronary lesion burden in patients with acute coronary syndrome.

BACKGROUND: Lipoprotein(a) [Lp(a)] reflects inherited atherothrombotic risk, whereas the C-reactive ...

(1)
Sep 2026 42679999
Calibrating artificial intelligence against human expertise using femoral nerve segmentation on ultrasound: a consensus framework.

INTRODUCTION: Meaningful validation of artificial intelligence for medical image interpretation requ...

(1)
Sep 2026 42680190
Multiparametric MRI-Based Ensemble Deep Learning for Preoperative Classification of Pituitary Neuroendocrine Tumor Subtypes.

RATIONALE AND OBJECTIVES: Pituitary neuroendocrine tumors (PitNETs) exhibit diverse biological behav...

Sep 2026 42680659
A Review of the Use of Artificial Intelligence in Ophthalmology Imaging: Approximation to Ocular Histopathology.

Ophthalmic imaging has advanced to a level at which it can closely approximate key histopathological...

(2)
Sep 2026 42681550
Interleaved Imaging and Actuation for Real-Time MRI During Active Control of a Magnetically-Actuated Robotic Catheter.

OBJECTIVE: Magnetic Resonance Imaging (MRI)-guided robotic catheter interventions offer improved saf...

Sep 2026 41370149
Leveraging Clinical Text and Class Conditioning for 3D Prostate MRI Generation.

OBJECTIVE: Latent diffusion models (LDM) could alleviate data scarcity challenges affecting machine ...

Sep 2026 41447487
VesMamba: Vessel Morphology-Enhanced State Space Model for Cerebrovascular Delineation.

Accurate delineation of cerebrovascular structures from Time-Of-Flight Magnetic Resonance Angiograph...

Sep 2026 42469936
3D MR Fingerprinting for Quantitative Bladder Wall T1, T2, and M0 Mapping in Healthy Subjects at 1.5 T and 3 T.

Current diagnostic tests for lower urinary tract symptoms (LUTS) do not assess tissue-level alterati...

(1)
Sep 2026 42517452
CT-Guided Procedures: Tips and Tricks-A Practical Review for Contemporary Musculoskeletal Intervention.

Computed tomography (CT)-guided musculoskeletal interventions (MSK-CTg-IR) are integral to modern in...

(1)
Sep 2026 42547161
Dual-view scout scans with deep learning for ultra-low dose attenuation correction in PET.

BACKGROUND: Accurate attenuation correction (AC) is essential for quantitative positron emission tom...

(1)
Sep 2026 42613818
Evaluation of AI-based segmentation and synthetic CT generation for MRI-only prostate radiotherapy planning.

BACKGROUND: There is an increasing use of magnetic resonance imaging (MRI) for segmentation of targe...

Sep 2026 42638512
Multitask learning for ultrasound image classification and segmentation of endometrium in the diagnosis of ectopic pregnancy.

OBJECTIVE: To develop an automated tool that performs classification and segmentation of endometrium...

Sep 2026 42642155
[Artificial intelligence in cardiovascular prevention: a strategic opportunity for risk prediction and early diagnosis].

Cardiovascular diseases remain the leading cause of mortality and morbidity worldwide, with substant...

(1)
Sep 2026 42643135
Pulmonary ventilation images from planning CT images using deep learning on locally-advanced NSCLC patients.

BACKGROUND: Pulmonary ventilation imaging has become an increasingly important component in thoracic...

(2)
Sep 2026 42665930
Artificial Intelligence-Estimated Intrapancreatic Fat and Its Relationship to Familial and Germline Pancreatic Cancer Risk.

BACKGROUND: Family history of pancreatic cancer (PC), pathogenic germline variants (PGVs), and incre...

(2)
Sep 2026 42666046
Artificial Intelligence in Echocardiography for Acute Coronary Syndromes: Current Evidence and Integration With Electrocardiography and Biomarkers.

BACKGROUND: Early diagnosis of acute coronary syndromes (ACS) remains challenging because electrical...

(1)
Sep 2026 42670727
LENS: A mammography-specific hybrid CNN-Transformer with lesion-aware evidence modeling.

BACKGROUND: Artificial Intelligence (AI) models for mammography classification is prone to shortcut ...

(1)
Sep 2026 42678997
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