Radiology

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

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Showing 10690-10710 of 14,697 articles
ACTIVA: Amortized Causal Effect Estimation without Graphs via Transformer-based Variational Autoencoder

Predicting the distribution of outcomes under hypothetical interventions is crucial in domains lik...

Interactive Gadolinium-Free MRI Synthesis: A Transformer with Localization Prompt Learning

Contrast-enhanced magnetic resonance imaging (CE-MRI) is crucial for tumor detection and diagnosis...

Cross Modality Medical Image Synthesis for Improving Liver Segmentation

Deep learning-based computer-aided diagnosis (CAD) of medical images requires large datasets. Howe...

Personalizing the meshed SPL/NAC Brain Atlas for patient-specific scientific computing using SynthMorph

Developing personalized computational models of the human brain remains a challenge for patient-sp...

CREATE-FFPE: Cross-Resolution Compensated and Multi-Frequency Enhanced FS-to-FFPE Stain Transfer for Intraoperative IHC Images

In the immunohistochemical (IHC) analysis during surgery, frozen-section (FS) images are used to d...

Simulation of prosthetic vision with PRIMA system and enhancement of face representation

Objective. Patients implanted with the PRIMA photovoltaic subretinal prosthesis in geographic atro...

Machine learning for automated identification of anatomical landmarks in ultrasound periodontal imaging.

OBJECTIVES: To identify landmarks in ultrasound periodontal images and automate the image-based meas...

Mar 2025 39775796
Artificial Intelligence-Guided Lung Ultrasound by Nonexperts.

IMPORTANCE: Lung ultrasound (LUS) aids in the diagnosis of patients with dyspnea, including those wi...

Mar 2025 39813064
Utility of the radiological report function of an artificial intelligence system in interpreting CBCT images: a technical report.

The aim of this technical report was to assess whether the "Radiological Report" tool within the Art...

Mar 2025 39832268
SBERO: Skill Al-Biruni Earth Radius Optimization for Alzheimer's Disease Classification Using Magnetic Resonance Image.

Alzheimer's disease (AD) is the most prevalent form of dementia, characterized by progressive memory...

Mar 2025 39887547
Physics-Informed Autoencoder for Prostate Tissue Microstructure Profiling with Hybrid Multidimensional MRI.

Purpose To evaluate the performance of Physics-Informed Autoencoder (PIA), a self-supervised deep le...

Mar 2025 39907585
A Veterinary DICOM-Based Deep Learning Denoising Algorithm Can Improve Subjective and Objective Brain MRI Image Quality.

In this analytical cross-sectional method comparison study, we evaluated brain MR images in 30 dogs ...

Mar 2025 39945204
Revolutionizing Brain Tumor Detection Using Explainable AI in MRI Images.

Due to the complex structure of the brain, variations in tumor shapes and sizes, and the resemblance...

Mar 2025 39948696
Evaluating Skellytour for Automated Skeleton Segmentation from Whole-Body CT Images.

Purpose To construct and evaluate the performance of a machine learning model for bone segmentation ...

Mar 2025 39969277
Deep Learning-based Brain Age Prediction Using MRI to Identify Fetuses with Cerebral Ventriculomegaly.

Fetal ventriculomegaly (VM) and its severity and associated central nervous system (CNS) abnormaliti...

Mar 2025 39969279
Performance of Digital Mammography-Based Artificial Intelligence Computer-Aided Diagnosis on Synthetic Mammography From Digital Breast Tomosynthesis.

OBJECTIVE: To test the performance of an artificial intelligence-based computer-aided diagnosis (AI-...

Mar 2025 39999963
MRI-based Deep Learning Algorithm for Assisting Clinically Significant Prostate Cancer Detection: A Bicenter Prospective Study.

Background Although artificial intelligence is actively being developed for prostate MRI, few studie...

Mar 2025 40067105
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