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Subcategories: Diagnostic Radiology Nuclear Medicine Therapeutic Radiology

Showing 10627-10647 of 14,697 articles

Neuroimage Analysis Methods and Artificial Intelligence Techniques for Reliable Biomarkers and Accurate Diagnosis of Schizophrenia: Achievements Made by Chinese Scholars Around the Past Decade.

BACKGROUND AND HYPOTHESIS: Schizophrenia (SZ) is characterized by significant cognitive and behavior...

Mar 2025 38982882

Risk evaluation and incidence prediction of endolymphatic hydrops using multilayer perceptron in patients with audiovestibular symptoms.

Endolymphatic hydrops (EH) has been visualized on magnetic resonance imaging (MRI) in patients with ...

Mar 2025 40101092

How Should We Evaluate Uncertainty in Accelerated MRI Reconstruction?

Reconstructing accelerated MRI is an ill-posed problem. Machine learning has recently shown great ...

Mar 2025 http://arxiv.org/abs/2503.10527v1

Automatic quality control in multi-centric fetal brain MRI super-resolution reconstruction

Quality control (QC) has long been considered essential to guarantee the reliability of neuroimagi...

Mar 2025 http://arxiv.org/abs/2503.10156v3

Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis

Accurate staging of Diabetic Retinopathy (DR) is essential for guiding timely interventions and pr...

Mar 2025 http://arxiv.org/abs/2503.09808v1

The R2D2 Deep Neural Network Series for Scalable Non-Cartesian Magnetic Resonance Imaging

We introduce the R2D2 Deep Neural Network (DNN) series paradigm for fast and scalable image recons...

Mar 2025 http://arxiv.org/abs/2503.09559v2

Mono2D: A Trainable Monogenic Layer for Robust Knee Cartilage Segmentation on Out-of-Distribution 2D Ultrasound Data

Automated knee cartilage segmentation using point-of-care ultrasound devices and deep-learning net...

Mar 2025 http://arxiv.org/abs/2503.09050v2

Are ECGs enough? Deep learning classification of cardiac anomalies using only electrocardiograms

Electrocardiography (ECG) is an essential tool for diagnosing multiple cardiac anomalies: it provi...

Mar 2025 http://arxiv.org/abs/2503.08960v1

Reconstruct Anything Model: a lightweight foundation model for computational imaging

Most existing learning-based methods for solving imaging inverse problems can be roughly divided i...

Mar 2025 http://arxiv.org/abs/2503.08915v2

Frequency selection for the diagnostic characterization of human brain tumours

The diagnosis of brain tumours is an extremely sensitive and complex clinical task that must rely ...

Mar 2025 http://arxiv.org/abs/2503.08756v1

IA generativa aplicada a la detección del cáncer a través de Resonancia Magnética

Cognitive delegation to artificial intelligence (AI) systems is transforming scientific research b...

Mar 2025 http://arxiv.org/abs/2503.08747v1

Posterior-Mean Denoising Diffusion Model for Realistic PET Image Reconstruction

Positron Emission Tomography (PET) is a functional imaging modality that enables the visualization...

Mar 2025 http://arxiv.org/abs/2503.08546v1

nnInteractive: Redefining 3D Promptable Segmentation

Accurate and efficient 3D segmentation is essential for both clinical and research applications. W...

Mar 2025 http://arxiv.org/abs/2503.08373v1

3D Medical Imaging Segmentation on Non-Contrast CT

This technical report analyzes non-contrast CT image segmentation in computer vision. It revisits ...

Mar 2025 http://arxiv.org/abs/2503.08361v1

Diffusion Transformer Meets Random Masks: An Advanced PET Reconstruction Framework

Deep learning has significantly advanced PET image re-construction, achieving remarkable improveme...

Mar 2025 http://arxiv.org/abs/2503.08339v1

DDO-IN: Dual Domains Optimization for Implicit Neural Network to Eliminate Motion Artifact in Magnetic Resonance Imaging

Magnetic resonance imaging (MRI) motion artifacts can seriously affect clinical diagnostics, makin...

Mar 2025 http://arxiv.org/abs/2503.08056v1

Dynamic PET Image Reconstruction via Non-negative INR Factorization

The reconstruction of dynamic positron emission tomography (PET) images from noisy projection data...

Mar 2025 http://arxiv.org/abs/2503.08025v1

Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos

Congenital Heart Disease (CHD) is one of the leading causes of fetal mortality, yet the scarcity o...

Mar 2025 http://arxiv.org/abs/2503.07799v1

2D/3D Registration of Acetabular Hip Implants Under Perspective Projection and Fully Differentiable Ellipse Fitting

This paper presents a novel method for estimating the orientation and the position of acetabular h...

Mar 2025 http://arxiv.org/abs/2503.07763v1

The 4D Human Embryonic Brain Atlas: spatiotemporal atlas generation for rapid anatomical changes using first-trimester ultrasound from the Rotterdam Periconceptional Cohort

Early brain development is crucial for lifelong neurodevelopmental health. However, current clinic...

Mar 2025 http://arxiv.org/abs/2503.07177v1

A Comprehensive Survey on Magnetic Resonance Image Reconstruction

Magnetic resonance imaging (MRI) reconstruction is a fundamental task aimed at recovering high-qua...

Mar 2025 http://arxiv.org/abs/2503.07097v1