Radiology

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Multi-channel spatial attention network for MRI super-resolution.

Magnetic resonance imaging (MRI) provides important structural and functional information for clinic...

May 2026 42154436
SPARNet: A Framework for Airway Invasion Tracking from Fluoroscopic Videos of Dysphagia Patients.

The videofluoroscopic swallowing study (VFSS) is the clinical gold standard for evaluating dysphagia...

May 2026 42154713
Hybrid fractional groupers and moray eels driven deep learning for pneumonia detection using multi-modal data in federated learning.

Pneumonia is a severe lung infection triggered by various viral pathogens. Detecting and diagnosing ...

May 2026 42155376
Malignancy Prediction of Breast Lesion with Calcifications via Radiomics Analysis Based on Intratumoral and Peritumoral Regions of Ultrasound Images.

RATIONALE AND OBJECTIVES: To evaluate whether intratumoral habitats and peritumoral regions on ultra...

May 2026 42156305
Dynamic breast MRI with Flexible Temporal Resolution Aided by Deep Learning.

MRI is the most effective method for screening high-risk breast cancer patients. While current exams...

May 2026 42156376
MANet: a multimodal attention convolutional neural network for brain tumor classification.

Classification of brain tumors is a difficult problem in medical imaging analysis. Over the past few...

May 2026 42156952
A deep learning system for non-invasive breast cancer diagnosis with multimodal data.

Early and accurate diagnosis of breast cancer is critical for minimizing needle biopsies and enhanci...

May 2026 42157015
The evolving PI-RADS paradigm.

Prostate MRI is central to the diagnostic pathway for prostate cancer (PCa), reducing unnecessary bi...

(3)
May 2026 42152154
Multimodal Artificial Intelligence for Early Detection and Precision Management of Inflammatory and Infiltrative Cardiomyopathies.

BACKGROUND: Inflammatory and infiltrative cardiomyopathies, including cardiac sarcoidosis, transthyr...

May 2026 42155787
Resolving multiscale challenges in neuroscience: A frequency-aware network and benchmarks for live-cell and nuclear foci segmentation.

BACKGROUND: Neuroscience image analysis is crucial for understanding neuronal dynamics and gene expr...

May 2026 42155893
Improved delineation of the cystic artery using super-resolution deep learning reconstruction in contrast-enhanced abdominal computed tomography.

This study aimed to evaluate the image quality and delineation of the cystic artery and related abdo...

May 2026 42149432
Automatic computation of breast cancer biomarkers from multiple [Formula: see text] F-FDG PET image segmentation.

Neoadjuvant chemotherapy is a standard clinical practice for tumor downsizing in breast cancer, with...

May 2026 42151250
Predicting categorical and continuous Alzheimer's disease outcomes from a single MRI scan.

Deep learning (DL) has shown success in predicting Alzheimer's disease (AD) diagnosis, yet continuou...

May 2026 42151377
A Landmark-Guided Dual-Stream Synergistic Framework for Automated Intracranial Aneurysm Detection in Magnetic Resonance Angiography.

Early and accurate detection of intracranial aneurysms (IAs) is critical for preventing rupture; how...

(2)
May 2026 42151660
Spatio-temporal reconstruction of early brain developmental trajectories via self-supervised learning.

Charting the normative and atypical trajectories of the brain's rapid early-life reorganization is c...

May 2026 42184597
Assessing the suitability of automated registration and segmentation for dosimetry calculations in SIRT treatment planning.

BACKGROUND: Selective internal radiation therapy (SIRT) increasingly relies on accurate magnetic res...

May 2026 42143172
Photoacoustic-ultrasound endoscopy for assessment of rectal cancer treatment response: A prospective study with T2-weighted MRI radiomics comparison.

Accurate identification of pathological complete response (pCR) following neoadjuvant chemoradiother...

(1)
May 2026 42232466
Robust deep learning for incomplete MRI sequences in glioma grading and IDH mutation status prediction: a large-scale multicenter study.

OBJECTIVES: Incomplete MRI sequences pose a significant challenge to the reliability of multiparamet...

May 2026 42142114
Aging beyond diagnosis: the MRI brain age gap across disorders.

The brain age gap (BAG), the difference between magnetic resonance imaging-predicted brain age and c...

May 2026 42142219
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