Radiology

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

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Ultrasound-Based AI in Predicting Hormone Receptor Status in Breast Cancer: Is "Digital Biopsy" Possible.

Accurate and rapid determination of tumor histopathological features and molecular subtypes is criti...

(1)
Jun 2026 42380391
Automatic Phase and Sequence Identification in Gd-EOB-DTPA-Enhanced Liver MRI Using Deep Convolutional and Sequential Learning.

The purpose of this study is to develop and validate a deep learning model for automatic identificat...

Jun 2026 42380392
The evolution of ultrasound in sarcopenia assessment: Global trends, technological shifts, and clinical frontiers.

BackgroundSarcopenia is a progressive skeletal muscle disorder associated with increased disability,...

(2)
Jun 2026 42381370
Clinical applications of artificial intelligence in autosomal dominant polycystic kidney disease.

Autosomal dominant polycystic kidney disease (ADPKD) is the most common genetic kidney disorder lead...

Jun 2026 41591418
APEX-NET: automated pancreatic evaluation network using early non-contrast CT.

OBJECTIVES: To develop and validate APEX-NET for early diagnosis and severity stratification of acut...

Jun 2026 42377437
Deep learning and machine learning in image-based hepatocellular carcinoma detection: a systematic review and meta-analysis.

BACKGROUND: Early detection and management are essential in hepatocellular carcinoma (HCC) care. Art...

Jun 2026 42377542
Precision Exercise for Breast Cancer-Related Outcomes: Towards Personalised Training Based on Tumour, Treatment and Patient Characteristics.

Exercise is a promising strategy associated with improved cancer-related outcomes through multiple b...

(5)
Jun 2026 42377761
Physiology-guided Self-supervised Learning for Simultaneous Dual-Tracer PET Separation.

Simultaneous dual-tracer PET provides more comprehensive information for clinical diagnosis than sta...

Jun 2026 42378149
Beyond the tumor: Recurrence-prone radiomics for prognostication in negative PSMA PET/CT scans of prostate cancer.

Prostate-specific membrane antigen (PSMA) PET/CT is routinely used to restage prostate cancer (PCa) ...

(1)
Jun 2026 42379193
Lung ultrasound in interstitial lung disease: from bedside screening to prognostic integration and AI-assisted standardization.

Interstitial lung diseases (ILDs) require early recognition and longitudinal assessment, yet repeate...

Jun 2026 42379532
Automated deep learning-based retinoschisis and detachment volume measurement in pathological myopia with posterior scleral contraction.

PURPOSE: This study developed an automated deep learning-based system to quantify retinoschisis and ...

Jun 2026 42379831
[Before the examination: digital check-in].

BACKGROUND: The check-in before imaging is an often underestimated but clinically critical step in t...

Jun 2026 42380338
Hybrid deep learning framework for cardiovascular risk prediction in post-COVID-19 patients.

Cardiovascular complications associated with Post-COVID-19 Patients remain difficult to identify at ...

Jun 2026 42380347
AI-driven model for early failure prediction after HIFU integrating immediate post-ablation ultrasound and clinical data.

PURPOSE: High-Intensity Focused Ultrasound (HIFU) is an emerging focal therapy for localized prostat...

(1)
Jun 2026 42380369
Prediction modeling in transdiagnostic risk: results from the PROCAN study.

Identifying biomarkers for serious mental illnesses (SMI) has significant implications for early int...

Jun 2026 42373960
Magnetic resonance imaging-based Alzheimer's disease detection using an EfficientNet-CMSACCN framework.

Alzheimer's Disease (AD) is a degenerative neurological condition characterized by memory loss, cogn...

Jun 2026 42375925
Proteomic signatures as biomarkers of atherosclerosis burden.

AIMS: Atherosclerosis is currently evaluated by imaging, but scalable circulating biomarkers to dete...

(2)
Jun 2026 42367007
Comparative study of radiomics features between ASL and DSC perfusion-weighted imaging in distinguishing radiation-induced brain injury from glioma recurrence.

OBJECTIVE: To compare the radiomics features of pseudocontinuous arterial spin labeling (ASL) and dy...

(3)
Jun 2026 42371035
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