Radiology

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

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LAM-CATNet: lambda-aware multi-scale cross-attention swin transformer network for mammogram classification.

The fundamental requirement for the initial recognition of a mammogram is the accurate segmentation ...

Jun 2026 42259999
Concordance-Based Validation of Electronic Health Records and Modality Log Files to Improve MRI Exam Duration Prediction and Scheduling Performance.

Integrating multi-source healthcare data for predictive modeling requires rigorous data quality vali...

Jun 2026 42260259
Can AI applied on MRI reliably predict shunt response in INPH? A comprehensive exploration of deep learning and radiomics approaches using preoperative MRI.

OBJECTIVE: Idiopathic normal pressure hydrocephalus (INPH) is a treatable neurological condition, ye...

Jun 2026 42258503
MicroKAN: Mapping Human Brain Microstructure Using Diffusion MRI and Adaptive Nonlinear Modeling.

Diffusion magnetic resonance imaging (dMRI) provides powerful insights into brain microstructure, bu...

Jun 2026 42259478
A tissue-informed deep learning-based method for positron range correction in preclinical [Formula: see text]Ga PET imaging.

PURPOSE: Positron range (PR) limits spatial resolution and quantitative accuracy in PET imaging, par...

Jun 2026 42251608
Semiautomated magnetic resonance imaging-based breast density measurement from routine sequences: comparison with mammography.

AIM: High breast density increases breast cancer risk and decreases mammographic sensitivity, yet pr...

Jun 2026 42401077
Deep learning reconstruction improves appendix visualization on pediatric magnetic resonance imaging (MRI): a single-center experience.

BACKGROUND: Thin-slice MRI may improve appendix visualization in children with suspected appendiciti...

Jun 2026 42249942
Integrated CT-PET radiogenomics and graph-based multi-task learning for preoperative prediction of key glioma molecular markers.

BACKGROUND: The clinical management of glioma is increasingly dependent on the tumor's molecular pro...

Jun 2026 42249986
A Coarse-to-Fine DoubleUNet Framework with Synergistic Loss for Accurate Fetal Head Circumference Measurement.

OBJECTIVE: Fetal head circumference (HC) measurement is a routine and indispensable examination duri...

Jun 2026 42250993
Proteomic clocks combined with deep learning phenotypes track eye aging and diseases.

Proteomics represents a powerful but underutilized approach for characterizing eye aging. Here, leve...

Jun 2026 42251179
Ultrasound-based multiregional radiomics nomogram for predicting recurrence in HER2-positive breast cancer.

PURPOSE: Accurate prediction of recurrence risk is crucial for personalizing therapy in human epider...

Jun 2026 42251269
Use of contrast-enhanced mammography for preoperative prediction of lymphovascular invasion status in invasive breast cancer.

BACKGROUND: To investigate the use of contrast-enhanced mammography (CEM) for preoperative predictio...

Jun 2026 42251446
From pixels to polygons: A survey of deep learning approaches for medical image-to-mesh reconstruction.

Deep learning-based medical image-to-mesh reconstruction has rapidly evolved, enabling the transform...

Jun 2026 42259178
Open Diagnostic Reader (ODR): An affordable, modular 3D-printed platform for standardized imaging and quantitative analysis of rapid diagnostic tests.

Rapid diagnostic tests (RDTs) are key to disease surveillance, yet their interpretation remains chal...

Jun 2026 42317567
Cascaded Deep Learning enables multimodal brain PET spatial normalization and quantification for Alzheimer's disease.

Semi-quantitative positron emission tomography (PET) analysis, particularly Centiloid and CenTauRz s...

Jun 2026 42250835
Cardiac magnetic resonance in patients with acute myocardial infarction: The added clinical value.

Cardiovascular magnetic resonance (CMR) has emerged as the reference noninvasive modality for a comp...

Jun 2026 42250863
Fully Automated Free-Breathing Cardiac MRI at 3T: A Prospective Randomized Study of Image Quality, Efficiency, and Workflow Burden.

BACKGROUND: Automation in cardiac magnetic resonance (CMR) scans holds the potential to improve exam...

Jun 2026 42250883
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