Radiology

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

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Showing 1429-1449 of 15,614 articles
[Research on electrical impedance tomography for pediatric pneumonia based on an improved radial basis function neural network].

In the diagnosis of pediatric pneumonia, the weak conductivity contrast of lung tissues leads to lim...

Jun 2026 42366443
Reinforcement learning-driven adaptive game therapy for cognitive impairment patients with improved vision transformer based detection model.

BACKGROUND: Cognitive impairment is the growing challenge that requires early diagnosis and personal...

Jun 2026 42351233
Integrating machine learning with histopathological, immunohistochemical, and PET parameters in the study of invasive breast carcinoma, no special type.

BACKGROUND: This study investigates the relationship between histopathological (HP) features, immuno...

Jun 2026 42351264
The optimal SVM model from multi-model comparison outperforms conventional criteria in preoperative prediction of ovarian cancer residual disease.

OBJECTIVE: To develop an interpretable artificial intelligence (AI)-based machine learning model int...

Jun 2026 42351290
Evaluating expert decision-pattern alignment in endovascular planning for intracranial aneurysms using a multimodal large language model.

BACKGROUND: Endovascular treatment planning for intracranial aneurysms requires integrating vascular...

(2)
Jun 2026 42347983
CT in adult patients with Polytrauma: current practices, protocol optimization, structured reporting and future directions.

Computed tomography [CT] is the frontline imaging modality for the assessment of polytrauma patients...

Jun 2026 42348107
DGCD-3D: Difference-guided conditional diffusion model for low-field 3D MRI enhancement to assist stroke assessment.

Low-field (LF) magnetic resonance imaging (MRI) plays a crucial role in assisting clinicians with ra...

Jun 2026 42349240
Multicenter evaluation of real-time artificial intelligence assistance for carotid artery stenting.

BACKGROUND: Unintended device movement during carotid artery stenting (CAS) may lead to procedural c...

(2)
Jun 2026 42350107
Diagnosis of Small Focal Liver Lesions (≤2 cm): A Deep Learning Approach Based on B-Mode Ultrasound and Contrast-Enhanced Ultrasound.

BACKGROUND: To develop and validate a deep learning (DL) model based on feature fusion with B-mode u...

Jun 2026 42350195
Enhanced brain tumour prediction using quantum: a hybrid deep learning approach.

Brain tumours are very serious concerns in the health field; they should be diagnosed properly and a...

Jun 2026 42350468
Deep transfer learning for detection of placenta-mediated diseases from ultrasound images.

Placenta-mediated diseases, such as preeclampsia (PE) and small-for-gestational-age (SGA) neonates, ...

Jun 2026 42350484
Feasibility of deep learning-accelerated ultrafast T1-weighted VIBE Dixon imaging of the pelvis for screening of metastases in prostate MRI.

OBJECTIVE: This study aims to assess the image quality and perceived diagnostic confidence of resear...

Jun 2026 42350758
Roles and applications of artificial intelligence in fetal and placental MRI: a literature review.

BACKGROUND: Artificial intelligence (AI) has been increasingly integrated with fetal and placental m...

(1)
Jun 2026 42351041
Discrimination of generalized anxiety and major depressive disorders by machine learning of resting-state functional MRI.

OBJECTIVE: To address the clinical difficulty of differentiating Generalized Anxiety Disorder (GAD) ...

(1)
Jun 2026 42351064
ContiMorph: An unsupervised learning framework for cardiac motion tracking with time-continuous diffeomorphism.

Cardiac motion tracking is essential for evaluating cardiac function and diagnosing cardiovascular d...

Jun 2026 42372667
Evaluation of an AI-based segmentation model for mandibular fracture segmentation on CBCT using volumetric and 2D slice-based validation approaches.

OBJECTIVE: This study aimed to evaluate the diagnostic performance of an artificial intelligence (AI...

Jun 2026 42343342
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