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Subcategories: Diagnostic Radiology Nuclear Medicine Therapeutic Radiology

Showing 11278-11298 of 14,698 articles

DCRA-Net: Attention-Enabled Reconstruction Model for Dynamic Fetal Cardiac MRI

Dynamic fetal heart magnetic resonance imaging (MRI) presents unique challenges due to the fast he...

Dec 2024 http://arxiv.org/abs/2412.15342v1

Accessing the topological properties of human brain functional sub-circuits in Echo State Networks

Recent years have witnessed an emerging trend in neuromorphic computing that centers around the us...

Dec 2024 http://arxiv.org/abs/2412.14999v2

Zero-Shot Artifact2Artifact: Self-incentive artifact removal for photoacoustic imaging without any data

Photoacoustic imaging (PAI) uniquely combines optical contrast with the penetration depth of ultra...

Dec 2024 http://arxiv.org/abs/2412.14873v2

Accurate and Efficient Algorithm for Detection of Alzheimer Disability Based on Deep Learning.

BACKGROUND/AIMS: Alzheimer's Disease (AD) is a progressive neurodegenerative disorder that severely ...

Dec 2024 39720940

ReXTrust: A Model for Fine-Grained Hallucination Detection in AI-Generated Radiology Reports

The increasing adoption of AI-generated radiology reports necessitates robust methods for detectin...

Dec 2024 http://arxiv.org/abs/2412.15264v3

Deep Speech Synthesis from Multimodal Articulatory Representations

The amount of articulatory data available for training deep learning models is much less compared ...

Dec 2024 http://arxiv.org/abs/2412.13387v1

Measurement of Medial Elbow Joint Space using Landmark Detection

Ultrasound imaging of the medial elbow is crucial for the early diagnosis of Ulnar Collateral Liga...

Dec 2024 http://arxiv.org/abs/2412.13010v2

4DRGS: 4D Radiative Gaussian Splatting for Efficient 3D Vessel Reconstruction from Sparse-View Dynamic DSA Images

Reconstructing 3D vessel structures from sparse-view dynamic digital subtraction angiography (DSA)...

Dec 2024 http://arxiv.org/abs/2412.12919v2

Automatic Left Ventricular Cavity Segmentation via Deep Spatial Sequential Network in 4D Computed Tomography Studies

Automated segmentation of left ventricular cavity (LVC) in temporal cardiac image sequences (multi...

Dec 2024 http://arxiv.org/abs/2412.12853v1

Rethinking Diffusion-Based Image Generators for Fundus Fluorescein Angiography Synthesis on Limited Data

Fundus imaging is a critical tool in ophthalmology, with different imaging modalities offering uni...

Dec 2024 http://arxiv.org/abs/2412.12778v2

Subspace Implicit Neural Representations for Real-Time Cardiac Cine MR Imaging

Conventional cardiac cine MRI methods rely on retrospective gating, which limits temporal resoluti...

Dec 2024 http://arxiv.org/abs/2412.12742v1

Ensemble Learning and 3D Pix2Pix for Comprehensive Brain Tumor Analysis in Multimodal MRI

Motivated by the need for advanced solutions in the segmentation and inpainting of glioma-affected...

Dec 2024 http://arxiv.org/abs/2412.11849v1

HResFormer: Hybrid Residual Transformer for Volumetric Medical Image Segmentation

Vision Transformer shows great superiority in medical image segmentation due to the ability in lea...

Dec 2024 http://arxiv.org/abs/2412.11458v1

Macro2Micro: Cross-modal Magnetic Resonance Imaging Synthesis Leveraging Multi-scale Brain Structures

Spanning multiple scales-from macroscopic anatomy down to intricate microscopic architecture-the h...

Dec 2024 http://arxiv.org/abs/2412.11277v1

HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation

Radiology report generation (RRG) models typically focus on individual exams, often overlooking th...

Dec 2024 http://arxiv.org/abs/2412.11070v1

segcsvd: A Convolutional Neural Network-Based Tool for Quantifying White Matter Hyperintensities in Heterogeneous Patient Cohorts.

White matter hyperintensities (WMH) of presumed vascular origin are a magnetic resonance imaging (MR...

Dec 2024 39723488

Mask Enhanced Deeply Supervised Prostate Cancer Detection on B-mode Micro-Ultrasound

Prostate cancer is a leading cause of cancer-related deaths among men. The recent development of h...

Dec 2024 http://arxiv.org/abs/2412.10997v1

MorphiNet: A Graph Subdivision Network for Adaptive Bi-ventricle Surface Reconstruction

Cardiac Magnetic Resonance (CMR) imaging is widely used for heart modelling and digital twin compu...

Dec 2024 http://arxiv.org/abs/2412.10985v1

Biological and Radiological Dictionary of Radiomics Features: Addressing Understandable AI Issues in Personalized Prostate Cancer; Dictionary Version PM1.0

We investigate the connection between visual semantic features defined in PI-RADS and associated r...

Dec 2024 http://arxiv.org/abs/2412.10967v2

UniMed-CLIP: Towards a Unified Image-Text Pretraining Paradigm for Diverse Medical Imaging Modalities

Vision-Language Models (VLMs) trained via contrastive learning have achieved notable success in na...

Dec 2024 http://arxiv.org/abs/2412.10372v1

Self-Consistent Nested Diffusion Bridge for Accelerated MRI Reconstruction

Accelerated MRI reconstruction plays a vital role in reducing scan time while preserving image qua...

Dec 2024 http://arxiv.org/abs/2412.09998v2