Radiology

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

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Discussion of a Simple Method to Generate Descriptive Images Using Predictive ResNet Model Weights and Feature Maps for Recurrent Cervix Cancer.

BACKGROUND: Predictive models like Residual Neural Networks (ResNets) can use Magnetic Resonance Ima...

Mar 2025 40137578
Nanomaterial-Based Molecular Imaging in Cancer: Advances in Simulation and AI Integration.

Nanomaterials represent an innovation in cancer imaging by offering enhanced contrast, improved targ...

Mar 2025 40149980
Comparative Analysis of ChatGPT-4o and Gemini Advanced Performance on Diagnostic Radiology In-Training Exams.

Background The increasing integration of artificial intelligence (AI) in medical education and clini...

Mar 2025 40255788
American College of Veterinary Radiology and European College of Veterinary Diagnostic Imaging position statement on artificial intelligence.

The American College of Veterinary Radiology (ACVR) and the European College of Veterinary Diagnosti...

Mar 2025 40107235
PET and CT based DenseNet outperforms advanced deep learning models for outcome prediction of oropharyngeal cancer.

BACKGROUND: In the HECKTOR 2022 challenge set [1], several state-of-the-art (SOTA, achieving best pe...

Mar 2025 40118186
Machine learning reveals distinct neuroanatomical signatures of cardiovascular and metabolic diseases in cognitively unimpaired individuals.

Comorbid cardiovascular and metabolic risk factors (CVM) differentially impact brain structure and i...

Mar 2025 40108173
Artificial intelligence in cardiovascular magnetic resonance imaging.

Artificial intelligence is rapidly evolving and its possibilities are endless. Its primary applicati...

Mar 2025 40187819
CACTUS: An open dataset and framework for automated Cardiac Assessment and Classification of Ultrasound images using deep transfer learning.

Cardiac ultrasound (US) scanning is one of the most commonly used techniques in cardiology to diagno...

Mar 2025 40107020
Applications of artificial intelligence in ultrasound imaging for carpal-tunnel syndrome diagnosis: a scoping review.

PURPOSE: The purpose of this scoping review is to analyze the application of artificial intelligence...

Mar 2025 40100390
Stages prediction of Alzheimer's disease with shallow 2D and 3D CNNs from intelligently selected neuroimaging data.

Detection of Alzheimer's Disease (AD) is critical for successful diagnosis and treatment, involving ...

Mar 2025 40102464
Robust resolution improvement of 3D UTE-MR angiogram of normal vasculatures using super-resolution convolutional neural network.

Contrast-enhanced UTE-MRA provides detailed angiographic information but at the cost of prolonged sc...

Mar 2025 40102565
Real time artificial intelligence assisted carotid artery stenting: a preliminary experience.

BACKGROUND: Neurointerventionalists must pay close attention to multiple devices on multiple screens...

Mar 2025 38580441
LI-RADS-based hepatocellular carcinoma risk mapping using contrast-enhanced MRI and self-configuring deep learning.

BACKGROUND: Hepatocellular carcinoma (HCC) is often diagnosed using gadoxetate disodium-enhanced mag...

Mar 2025 40097992
Combining artificial intelligence assisted image segmentation and ultrasound based radiomics for the prediction of carotid plaque stability.

PURPOSE: Utilizing artificial intelligence (AI) technology for the segmentation of plaques on ultras...

Mar 2025 40098096
ShapeMed-Knee: A Dataset and Neural Shape Model Benchmark for Modeling 3D Femurs.

Analyzing anatomic shapes of tissues and organs is pivotal for accurate disease diagnostics and clin...

Mar 2025 39453794
Deep Learning for High Speed Optical Coherence Elastography With a Fiber Scanning Endoscope.

Tissue stiffness is related to soft tissue pathologies and can be assessed through palpation or via ...

Mar 2025 40030355
Masked Deformation Modeling for Volumetric Brain MRI Self-Supervised Pre-Training.

Self-supervised learning (SSL) has been proposed to alleviate neural networks' reliance on annotated...

Mar 2025 40030579
Automated chick gender determination using optical coherence tomography and deep learning.

Chick gender classification is crucial for optimizing poultry production, yet traditional methods su...

Mar 2025 40106909
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