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Showing 10585-10605 of 14,697 articles

ZECO: ZeroFusion Guided 3D MRI Conditional Generation

Medical image segmentation is crucial for enhancing diagnostic accuracy and treatment planning in ...

Mar 2025 http://arxiv.org/abs/2503.18246v1

SNRAware: Improved Deep Learning MRI Denoising with SNR Unit Training and G-factor Map Augmentation

To develop and evaluate a new deep learning MR denoising method that leverages quantitative noise ...

Mar 2025 http://arxiv.org/abs/2503.18162v1

Assessing workflow impact and clinical utility of AI-assisted brain aneurysm detection: a multi-reader study

Despite the plethora of AI-based algorithms developed for anomaly detection in radiology, subseque...

Mar 2025 http://arxiv.org/abs/2503.17786v1

Spatiotemporal Learning with Context-aware Video Tubelets for Ultrasound Video Analysis

Computer-aided pathology detection algorithms for video-based imaging modalities must accurately i...

Mar 2025 http://arxiv.org/abs/2503.17475v1

Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT Images

Lung cancer is a leading cause of cancer-related deaths globally. PET-CT is crucial for imaging lu...

Mar 2025 http://arxiv.org/abs/2503.17261v1

CoRLD: Contrastive Representation Learning Of Deformable Shapes In Images

Deformable shape representations, parameterized by deformations relative to a given template, have...

Mar 2025 http://arxiv.org/abs/2503.17162v2

High Accuracy Pulmonary Vessel Segmentation for Contrast and Non-contrast CT Images and Clinical Evaluation

Accurate segmentation of pulmonary vessels plays a very critical role in diagnosing and assessing ...

Mar 2025 http://arxiv.org/abs/2503.16988v2

Fed-NDIF: A Noise-Embedded Federated Diffusion Model For Low-Count Whole-Body PET Denoising

Low-count positron emission tomography (LCPET) imaging can reduce patients' exposure to radiation ...

Mar 2025 http://arxiv.org/abs/2503.16635v1

Do image and video quality metrics model low-level human vision?

Image and video quality metrics, such as SSIM, LPIPS, and VMAF, are aimed to predict the perceived...

Mar 2025 http://arxiv.org/abs/2503.16264v1

UMIT: Unifying Medical Imaging Tasks via Vision-Language Models

With the rapid advancement of deep learning, particularly in the field of medical image analysis, ...

Mar 2025 http://arxiv.org/abs/2503.15892v1

Sequential Spatial-Temporal Network for Interpretable Automatic Ultrasonic Assessment of Fetal Head during labor

The intrapartum ultrasound guideline established by ISUOG highlights the Angle of Progression (AoP...

Mar 2025 http://arxiv.org/abs/2503.15861v1

Enhanced Vascular Flow Simulations in Aortic Aneurysm via Physics-Informed Neural Networks and Deep Operator Networks

Due to the limited accuracy of 4D Magnetic Resonance Imaging (MRI) in identifying hemodynamics in ...

Mar 2025 http://arxiv.org/abs/2503.17402v1

Reliable Radiologic Skeletal Muscle Area Assessment -- A Biomarker for Cancer Cachexia Diagnosis

Cancer cachexia is a common metabolic disorder characterized by severe muscle atrophy which is ass...

Mar 2025 http://arxiv.org/abs/2503.16556v1

Comprehensive Review of Reinforcement Learning for Medical Ultrasound Imaging

Medical Ultrasound (US) imaging has seen increasing demands over the past years, becoming one of t...

Mar 2025 http://arxiv.org/abs/2503.16543v1

Sustainable Deep Learning-Based Breast Lesion Segmentation: Impact of Breast Region Segmentation on Performance

Purpose: Segmentation of the breast lesion in dynamic contrast-enhanced magnetic resonance imaging...

Mar 2025 http://arxiv.org/abs/2503.15708v1

Fast Two-photon Microscopy by Neuroimaging with Oblong Random Acquisition (NORA)

Advances in neural imaging have enabled neuroscience to study how the joint activity of large neur...

Mar 2025 http://arxiv.org/abs/2503.15487v1

A Novel Channel Boosted Residual CNN-Transformer with Regional-Boundary Learning for Breast Cancer Detection

Recent advancements in detecting tumors using deep learning on breast ultrasound images (BUSI) hav...

Mar 2025 http://arxiv.org/abs/2503.15008v1

Ultrasound Image-to-Video Synthesis via Latent Dynamic Diffusion Models

Ultrasound video classification enables automated diagnosis and has emerged as an important resear...

Mar 2025 http://arxiv.org/abs/2503.14966v1

FetalFlex: Anatomy-Guided Diffusion Model for Flexible Control on Fetal Ultrasound Image Synthesis

Fetal ultrasound (US) examinations require the acquisition of multiple planes, each providing uniq...

Mar 2025 http://arxiv.org/abs/2503.14906v1

Whole-Body Image-to-Image Translation for a Virtual Scanner in a Healthcare Digital Twin

Generating positron emission tomography (PET) images from computed tomography (CT) scans via deep ...

Mar 2025 http://arxiv.org/abs/2503.15555v1

Weakly Supervised Spatial Implicit Neural Representation Learning for 3D MRI-Ultrasound Deformable Image Registration in HDR Prostate Brachytherapy

Purpose: Accurate 3D MRI-ultrasound (US) deformable registration is critical for real-time guidanc...

Mar 2025 http://arxiv.org/abs/2503.14395v1