Radiology

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

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Predicting local control of brain metastases after Gamma Knife radiosurgery: a multimodal deep learning-radiomics approach.

BACKGROUND: Accurate prediction of local control (LC) following Gamma Knife radiosurgery (GKRS) rema...

(2)
Jul 2026 42471553
A combi-elasto ultrasound based deep learning model on liver fibrosis staging for suspected MASLD/MASH patients.

OBJECTIVES: Metabolic dysfunction-associated steatotic liver disease (MASLD) and metabolic dysfuncti...

Jul 2026 42471585
Oculomics: advances and perspectives from traditional Chinese medicine to modern multimodal biomarkers.

Oculomics, the study of the relationship between ophthalmic biomarkers (changes or abnormalities in ...

Jul 2026 42382959
V2-Former: Towards volumetric framework for instance-level segmentation and prediction of fetal ventriculomegaly in anisotropic MRI.

Accurate identification and assessment of fetal ventriculomegaly (VM) is crucial for prenatal care. ...

Jul 2026 42480342
Enhancing ultrasound training for breast cancer diagnosis: a controlled study of AI-assisted learning.

OBJECTIVES: This study aimed to develop and evaluate an AI-assisted teaching platform to enhance dia...

Jul 2026 42464241
Real-world multimetric comparison of four commercial artificial intelligence solutions for intracranial hemorrhage detection.

PURPOSE: To evaluate the real-world multimetric performance of four commercially available computed ...

Jul 2026 42464524
Rapid and Nondestructive Techniques for Quality Assessment of Tofu: A Comprehensive Review.

Tofu is a traditional soy-based food of global importance, requiring stringent quality control to en...

Jul 2026 42466601
Prediction of Central Lymph Node Metastasis in Papillary Thyroid Carcinoma Using Multi-Ultrasound Radiomics of Intratumoral and Peritumoral Regions.

OBJECTIVE: The aim of this study was to integrate multimodal intratumoral and peritumoral ultrasound...

Jul 2026 42467019
An interpretable machine learning model integrating ultrasound and clinical variables for predicting osteoporosis in patients with rheumatoid arthritis.

OBJECTIVES: Rheumatoid arthritis (RA) significantly increases the risk of osteoporosis (OP) and frac...

(1)
Jul 2026 42467347
Machine learning for predicting full-count FDG PET brain images from low-count acquisitions in suspected dementia: a clinical and quantitative evaluation.

Objective.Artificial intelligence methods for denoising low-count FDG PET brain images are usually e...

(1)
Jul 2026 42468562
Current Perspectives on Thyroid Nodule Evaluation: Integrating Cytomorphology, Ultrasound Risk Stratification, and Molecular Testing.

Fine-needle aspiration biopsy (FNAB) remains the cornerstone of preoperative evaluation of thyroid n...

(1)
Jul 2026 42468828
Breast cancer detection and classification via a robust deep learning approach.

This work presents a leakage-controlled deep-learning framework for breast cancer classification usi...

Jul 2026 42469341
Artificial Intelligence in Ischemic Stroke Lesion Segmentation: A Narrative Review of Deep Learning Methods, Clinical Utility, and Future Directions.

Ischemic stroke management is time-sensitive, and lesion segmentation supports treatment selection, ...

(2)
Jul 2026 42469491
Integrating multiple hematologic inflammatory indices into a principal component analysis-derived inflammatory burden score for coronary artery disease.

BACKGROUND: Complete blood count-derived inflammatory indices have been associated with coronary art...

(1)
Jul 2026 42469626
Optimizing coronary artery disease management: the role of CT-derived fractional flow reserve in predicting revascularization and guiding clinical decisions.

OBJECTIVE: Coronary artery disease (CAD) is the most common heart disease, and invasive coronary ang...

(4)
Jul 2026 42469690
Predicting placenta accreta spectrum antenatally: a deep learning-radiomics dual-model based on intraoperative clinical and histopathologic criteria.

PURPOSE: Definitive diagnosis of placenta accreta spectrum (PAS) disorders occurs at delivery by usi...

Jul 2026 42469695
Understanding HFpEF Through Imaging: Strengths, Limitations, and Current State of the Art.

Heart failure with preserved ejection fraction (HFpEF) is a clinical syndrome characterized by dyspn...

(1)
Jul 2026 42470405
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