Radiology

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

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Causal AI Recommendation System for Digital Mental Health: Bayesian Decision-Theoretic Analysis.

BACKGROUND: Digital mental health tools promise to enhance the reach and quality of care. Current to...

Jun 2025 40537067
Causal inference in the diagnosis and prognosis of ovarian cancer: current state and future directions.

Ovarian cancer represents one of the most lethal gynecologic malignancies, characterized by low earl...

Jun 2025 40537725
Deep learning for differential diagnosis of parotid tumors based on 2.5D magnetic resonance imaging.

PURPOSE: Accurate preoperative diagnosis of parotid gland tumors (PGTs) is crucial for surgical plan...

Jun 2025 40531801
Sex, stature, and age estimation from skull using computed tomography images: Current status, challenges, and future perspectives.

The skull has long been recognized and utilized in forensic investigations, evolving from basic to c...

Jun 2025 40530472
Artificial Intelligence in Breast US Diagnosis and Report Generation.

Purpose To develop and evaluate an artificial intelligence (AI) system for generating breast ultras...

Jun 2025 40530956
Automated Multi-grade Brain Tumor Classification Using Adaptive Hierarchical Optimized Horse Herd BiLSTM Fusion Network in MRI Images.

Brain tumor classification using Magnetic Resonance Imaging (MRI) images is an important and emergin...

Jun 2025 40533703
Chemical imaging for biological systems: techniques, AI-driven processing, and applications.

Visualizing the chemical compositions of biological samples is pivotal to advancing biological scien...

Jun 2025 40433910
Emerging Trends in Point-of-Care Technology Development for Oncology in Low- and Middle-Income Countries.

The growing cancer burden and suboptimal diagnostic capacity in low- and middle-income countries cal...

Jun 2025 40532137
High-definition motion-resolved MRI using 3D radial kooshball acquisition and deep learning spatial-temporal 4D reconstruction.

To develop motion-resolved volumetric MRI with 1.1 mm isotropic resolution and scan times <5 min usi...

Jun 2025 40472864
Quasi-supervised MR-CT image conversion based on unpaired data.

. In radiotherapy planning, acquiring both magnetic resonance (MR) and computed tomography (CT) imag...

Jun 2025 40480258
MRI super-resolution reconstruction using efficient diffusion probabilistic model with residual shifting.

Magnetic resonance imaging (MRI) is essential in clinical and research contexts, providing exception...

Jun 2025 40460850
AI based automatic measurement of split renal function in [F]PSMA-1007 PET/CT.

BACKGROUND: Prostate-specific membrane antigen (PSMA) is an important target for positron emission t...

Jun 2025 40518464
Can automation and artificial intelligence reduce echocardiography scan time and ultrasound system interaction?

BACKGROUND: The number of patients referred for and requiring a transthoracic echocardiogram (TTE) h...

Jun 2025 40518515
Canadian Radiology Update.

Radiology research at Canadian institutions is advancing patient care through multidisciplinary coll...

Jun 2025 40522130
Artificial intelligence (AI) and CT in abdominal imaging: image reconstruction and beyond.

Computed tomography (CT) is a cornerstone of abdominal imaging, playing a vital role in accurate dia...

Jun 2025 40522387
A Semi-supervised Ultrasound Image Segmentation Network Integrating Enhanced Mask Learning and Dynamic Temperature-controlled Self-distillation.

Ultrasound imaging is widely used in clinical practice due to its advantages of no radiation and rea...

Jun 2025 40522800
Identifying Clinical Research Priorities in Interventional Pulmonary: An Interventional Pulmonology Outcomes Group (IPOG) Working Group Report.

The field of Interventional Pulmonology suffers from a paucity of methodologically robust studies to...

Jun 2025 40523281
Whole-lesion-aware network based on freehand ultrasound video for breast cancer assessment: a prospective multicenter study.

BACKGROUND: The clinical application of artificial intelligence (AI) models based on breast ultrasou...

Jun 2025 40524235
Multimodal personalization of transcranial direct current stimulation for modulation of sensorimotor integration.

Transcranial direct current stimulation (tDCS) for the modulation of smooth pursuit eye movements pr...

Jun 2025 40532934
AN INNOVATIVE MACHINE LEARNING-BASED ALGORITHM FOR DIAGNOSING PEDIATRIC OVARIAN TORSION.

AIM: We aimed to develop a machine-learning(ML) algorithm consisting of physical examination, sonogr...

Jun 2025 40532970
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