Radiology

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

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Quality Assessment of Brain MRI Defacing Using Machine Learning.

Defacing of brain magnetic resonance imaging (MRI) scans is a crucial process in medical imaging res...

Aug 2024 39176821
Comparative Analysis of Macular and Optic Disc Perfusion Pre and Post Silicone Oil Removal: A Machine Learning Approach.

In the realm of ophthalmic surgeries, silicone oil is often utilized as a tamponade agent for repair...

Aug 2024 39176929
[Artificial intelligence in emergency radiology: fiction or reality?].

Artificial intelligence (AI) is a rapidly advancing technology in our society. The emergency radiolo...

Aug 2024 39175293
Prompt Your Brain: Scaffold Prompt Tuning for Efficient Adaptation of fMRI Pre-trained Model

We introduce Scaffold Prompt Tuning (ScaPT), a novel prompt-based framework for adapting large-sca...

CT radiomics-based machine learning model for differentiating between enchondroma and low-grade chondrosarcoma.

It may be difficult to distinguish between enchondroma and low-grade malignant cartilage tumors (gra...

Aug 2024 39151512
Machine learning models for differential diagnosing HER2-low breast cancer: A radiomics approach.

To develop machine learning models based on preoperative dynamic enhanced magnetic resonance imaging...

Aug 2024 39151526
Deep Learning-based Segmentation of Computed Tomography Scans Predicts Disease Progression and Mortality in Idiopathic Pulmonary Fibrosis.

Despite evidence demonstrating a prognostic role for computed tomography (CT) scans in idiopathic p...

Aug 2024 38452227
Deep multimodal saliency parcellation of cerebellar pathways: Linking microstructure and individual function through explainable multitask learning.

Parcellation of human cerebellar pathways is essential for advancing our understanding of the human ...

Aug 2024 39185598
RoCoSDF: Row-Column Scanned Neural Signed Distance Fields for Freehand 3D Ultrasound Imaging Shape Reconstruction

The reconstruction of high-quality shape geometry is crucial for developing freehand 3D ultrasound...

Physics-informed graph neural networks for flow field estimation in carotid arteries

Hemodynamic quantities are valuable biomedical risk factors for cardiovascular pathology such as a...

Fast Whole-Brain MR Multi-Parametric Mapping with Scan-Specific Self-Supervised Networks

Quantification of tissue parameters using MRI is emerging as a powerful tool in clinical diagnosis...

Explainable Emotion Decoding for Human and Computer Vision

Modern Machine Learning (ML) has significantly advanced various research fields, but the opaque na...

DEEP LEARNING FOR AUTOMATIC PREDICTION OF EARLY ACTIVATION OF TREATMENT-NAIVE NONEXUDATIVE MACULAR NEOVASCULARIZATIONS IN AGE-RELATED MACULAR DEGENERATION.

BACKGROUND: Around 30% of nonexudative macular neovascularizations exudate within 2 years from diagn...

Aug 2024 38489765
Interventional cardiologists' perspectives and knowledge towards artificial intelligence.

BACKGROUND: Artificial intelligence (AI) is increasingly utilized in interventional cardiology (IC) ...

Aug 2024 38598250
A review of robot-assisted ultrasound examination: Systems and technology.

BACKGROUND: At present, the number and overall level of ultrasound (US) doctors cannot meet the medi...

Aug 2024 38978325
Attention-Aware Non-Rigid Image Registration for Accelerated MR Imaging.

Accurate motion estimation at high acceleration factors enables rapid motion-compensated reconstruct...

Aug 2024 39088484
Fully Automated Deep Learning Model to Detect Clinically Significant Prostate Cancer at MRI.

Background Multiparametric MRI can help identify clinically significant prostate cancer (csPCa) (Gle...

Aug 2024 39105640
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