Radiology

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

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An intelligent MRI-based all-in-one diagnostic strategy for axillary lymph node status in breast cancer.

An integrated diagnostic strategy of preoperative identification of sentinel lymph node (SLN) metast...

Jun 2026 42331837
IUM-hybrid model for enhanced CAD diagnosis using deep learning and VS Grad-CAM visualization.

Coronary artery disease(CAD) is a serious health issue worldwide. Early identification of CAD is use...

Jun 2026 42331954
Dynamic Fuzzy-Gaussian Modeling (DynFGM): A Kurtosis-Adaptive Unsupervised Framework for Automated Adipose Tissue Segmentation in Abdominal MRI.

Accurate MRI-based quantification of abdominal adipose tissue is critical for metabolic risk assessm...

Jun 2026 42332238
MTA-Swin: A Multi-Token Attention Swin Transformer for Brain Tumor Classification with Leakage-Free MRI Benchmarking.

Brain tumors represent a major global health challenge, and accurate classification of brain tumors ...

Jun 2026 42324433
Detection of rheumatoid arthritis-associated interstitial lung disease: a systematic review and meta-analysis.

BACKGROUND: Rheumatoid arthritis-associated interstitial lung disease (RA-ILD) often has an insidiou...

Jun 2026 42324528
Artificial intelligence in the diagnosis of deep vein thrombosis: A scoping review.

Deep vein thrombosis (DVT) is the formation of thrombi in the deep venous system, most often in the ...

(3)
Jun 2026 42329979
T1-weighting in Steady-State FLASH MRI-Diffusion Is Not Only Supportive but Mandatory for the Contrast.

PURPOSE: FLASH imaging is widely assumed to produce a T1-weighted steady-state contrast using RF- an...

Jun 2026 42324643
Coronary artery stenosis segmentation using U-Net architecture with customised loss function.

The disorders that affect our heart and blood vessels are cardiovascular disorders, and they are the...

Jun 2026 42324298
Indocyanine green angiography and machine learning analysis determine topographic distribution of peripheral hard drusen in a Chinese cohort.

BACKGROUND: Hard drusen appear as hyperfluorescent dots on indocyanine green angiography (ICGA) due ...

Jun 2026 42324318
Clinical pathways matter for multimodal deep learning in early Alzheimer's disease detection.

Identifying individuals at risk of Alzheimer's disease (AD), particularly in the preclinical and ear...

Jun 2026 42324333
Voice-controlled super-resolution ultrasound imaging and reporting powered by multimodal large language models.

Super-resolution ultrasound imaging (SRUI) surpasses the diffraction limit of conventional ultrasoun...

Jun 2026 42324351
Integrating MRI radiomics and transcriptomics to predict IDH mutation status and prognosis in glioma.

OBJECTIVE: To investigate MRI-based radiomic features in glioma and key genes related to IDH mutatio...

Jun 2026 42324558
What the electrocardiogram is being asked to detect in acute myocardial infarction: The case for the OMI/NOMI paradigm.

The electrocardiogram is the pivotal triage instrument in suspected acute myocardial infarction, yet...

(1)
Jun 2026 42335794
Path beyond the blind end-unravel the imaging spectrum of appendiceal pathologies.

The appendix is involved in a diverse spectrum of inflammatory, infectious, benign, and malignant co...

(2)
Jun 2026 42322421
Automating standardization of prostate cancer biopsy and histopathology reports with privacy-preserving local large language models.

PURPOSE: Large-scale biomedical analysis in prostate cancer requires structured, tabular datasets, y...

Jun 2026 42322812
Accelerating the discovery of industrial PET-degrading enzymes: Evolving paradigms from bioprospecting to computational discovery.

Polyethylene terephthalate (PET) waste remains a major environmental and resource challenge, and enz...

Jun 2026 42323173
Evaluation of PET/CT Artificial Intelligence Image Reconstructions VS Harmonized Clinical Reconstruction.

BACKGROUND: This study focuses on evaluating how SubtlePETâ„¢, an artificial intelligence (AI)-based i...

Jun 2026 42323220
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