Radiology

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

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Showing 2689-2709 of 15,629 articles
Whole-body magnetic resonance imaging for cancer screening in asymptomatic adults: a multicenter study.

OBJECTIVES: Whole-body MRI is increasingly used for preventive health screening; however, the preval...

Mar 2026 41877537
Bone Metastasis Detection at CT with Deep Learning Models Trained Using Multicenter, Multimodal Reference Standards: Development and Evaluation.

Purpose To develop and validate deep learning models for detecting bone metastases on abdominal and ...

Mar 2026 41879561
U-Net-based transfer learning for automated tumour segmentation enabling fully automated [18F]F-DOPA PET analysis in paediatric gliomas.

BACKGROUND: PET imaging with [18F]F-DOPA shows great promise for assessing paediatric gliomas. Manua...

(2)
Mar 2026 41880065
Deep learning for temporal super-resolution 4D Flow MRI.

4D Flow Magnetic Resonance Imaging (4D Flow MRI) is a non-invasive technique for volumetric, time-re...

Mar 2026 41880246
Milliwatt ultrasound for navigation in visually degraded environments on palm-sized aerial robots.

Tiny palm-sized aerial robots have exceptional agility and cost-effectiveness in navigating confined...

Mar 2026 41880528
Efficient machine learning models leveraging DCE‑MRI morphological and dynamic features allow accurate breast lesion classification.

We propose an ensemble learning approach to classify malignant versus benign breast lesions leveragi...

Mar 2026 41880670
TSMPI-Net: a time-series generative adversarial network for short-frame-interval magnetic particle imaging.

OBJECTIVE: Magnetic particle imaging (MPI) is an emerging imaging modality that offers high sensitiv...

(1)
Mar 2026 41880760
Integrating Artificial Intelligence into Prostate MR Imaging: Technical Foundations, Clinical Applications, and Workflow Implications.

Prostate MRI has become a cornerstone of contemporary prostate cancer diagnosis, enabling improved d...

Mar 2026 41882853
A convolutional neural network for fully automated total metabolic tumor volume delineation in patients with aggressive Non-Hodgkin lymphoma.

PURPOSE: The [18F]FDG-PET-derived total metabolic tumor volume (TMTV) has a high prognostic value in...

Mar 2026 41872336
Machine learning vs. radiomics for discriminating atypical cartilaginous tumors from benign enchondromas on MRI.

BACKGROUND: Enchondromas (EC) present cartilaginous tumors that are difficult to differentiate from ...

Mar 2026 41877085
[Imaging modalities for corneal neovascularization].

Corneal neovascularization (CNV) is a frequent complication of many ocular surface diseases and repr...

Mar 2026 41880724
Overall risk of cancer incidence attributable to adult body CT examinations: impact of a seven-year continuous quality improvement program.

OBJECTIVES: To estimate the impact of a continuous dose reduction and quality improvement program on...

(1)
Mar 2026 41880870
Best fast MRI protocols for the knee: advantages and limitations.

Knee MRI plays a central role in musculoskeletal diagnostics but has traditionally been associated w...

Mar 2026 41874638
PNET-PRISM: a multicenter-validated radiomics nomogram for noninvasive grading of pancreatic neuroendocrine tumors.

BACKGROUND: Accurate preoperative grading of pancreatic neuroendocrine tumors (PNETs) is essential f...

Mar 2026 41874882
MRI-Based Synthetic CT Shows Promise as a Radiation-Free Alternative to Conventional CT in Orthopaedics.

➢ Computed tomography (CT) remains the gold standard for bone imaging, but radiation risks, especial...

Mar 2026 41875228
Radiology oral boards coach: A custom large language model prompt for structured oral board preparation in resident readouts.

With the reinstatement of the American Board of Radiology (ABR) oral board examination, optimal prep...

(3)
Mar 2026 41925401
HCLmNet: A unified hybrid continual learning strategy multimodal network for lung cancer survival prediction.

Lung cancer survival prediction remains one of the most challenging tasks in modern healthcare, as a...

Mar 2026 41875207
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