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Subcategories: Diagnostic Radiology Nuclear Medicine Therapeutic Radiology

Showing 10564-10584 of 14,697 articles

Improving the generalization of deep learning models in the segmentation of mammography images

Mammography stands as the main screening method for detecting breast cancer early, enhancing treat...

Mar 2025 http://arxiv.org/abs/2503.22052v1

NeuroLIP: Interpretable and Fair Cross-Modal Alignment of fMRI and Phenotypic Text

Integrating functional magnetic resonance imaging (fMRI) connectivity data with phenotypic textual...

Mar 2025 http://arxiv.org/abs/2503.21964v1

Comprehensive segmentation of deep grey nuclei from structural MRI data

Motivation: Lack of tools for comprehensive and complete segmentation of deep grey nuclei using a ...

Mar 2025 http://arxiv.org/abs/2503.21955v1

iMedImage Technical Report

Background: Chromosome karyotype analysis is crucial for diagnosing hereditary diseases, yet detec...

Mar 2025 http://arxiv.org/abs/2503.21836v1

Sparse Bayesian Learning for Label Efficiency in Cardiac Real-Time MRI

Cardiac real-time magnetic resonance imaging (MRI) is an emerging technology that images the heart...

Mar 2025 http://arxiv.org/abs/2503.21443v1

Implicit neural representations for end-to-end PET reconstruction

Implicit neural representations (INRs) have demonstrated strong capabilities in various medical im...

Mar 2025 http://arxiv.org/abs/2503.21825v1

Evaluating Large Language Models for Automated Clinical Abstraction in Pulmonary Embolism Registries: Performance Across Model Sizes, Versions, and Parameters

Pulmonary embolism (PE) is a leading cause of cardiovascular mortality, yet our understanding of o...

Mar 2025 http://arxiv.org/abs/2503.21004v1

A weakly-supervised deep learning model for fast localisation and delineation of the skeleton, internal organs, and spinal canal on Whole-Body Diffusion-Weighted MRI (WB-DWI)

Background: Apparent Diffusion Coefficient (ADC) values and Total Diffusion Volume (TDV) from Whol...

Mar 2025 http://arxiv.org/abs/2503.20722v1

Flip Learning: Weakly Supervised Erase to Segment Nodules in Breast Ultrasound

Accurate segmentation of nodules in both 2D breast ultrasound (BUS) and 3D automated breast ultras...

Mar 2025 http://arxiv.org/abs/2503.20685v2

AutoRad-Lung: A Radiomic-Guided Prompting Autoregressive Vision-Language Model for Lung Nodule Malignancy Prediction

Lung cancer remains one of the leading causes of cancer-related mortality worldwide. A crucial cha...

Mar 2025 http://arxiv.org/abs/2503.20662v1

Imitating Radiological Scrolling: A Global-Local Attention Model for 3D Chest CT Volumes Multi-Label Anomaly Classification

The rapid increase in the number of Computed Tomography (CT) scan examinations has created an urge...

Mar 2025 http://arxiv.org/abs/2503.20652v2

AI-Driven MRI Spine Pathology Detection: A Comprehensive Deep Learning Approach for Automated Diagnosis in Diverse Clinical Settings

Study Design: This study presents the development of an autonomous AI system for MRI spine patholo...

Mar 2025 http://arxiv.org/abs/2503.20316v2

Mamba-3D as Masked Autoencoders for Accurate and Data-Efficient Analysis of Medical Ultrasound Videos

Ultrasound videos are an important form of clinical imaging data, and deep learning-based automate...

Mar 2025 http://arxiv.org/abs/2503.20258v1

Optimizing Breast Cancer Detection in Mammograms: A Comprehensive Study of Transfer Learning, Resolution Reduction, and Multi-View Classification

This study explores open questions in the application of machine learning for breast cancer detect...

Mar 2025 http://arxiv.org/abs/2503.19945v1

SeLIP: Similarity Enhanced Contrastive Language Image Pretraining for Multi-modal Head MRI

Despite that deep learning (DL) methods have presented tremendous potential in many medical image ...

Mar 2025 http://arxiv.org/abs/2503.19801v1

GRN+: A Simplified Generative Reinforcement Network for Tissue Layer Analysis in 3D Ultrasound Images for Chronic Low-back Pain

3D ultrasound delivers high-resolution, real-time images of soft tissues, which is essential for p...

Mar 2025 http://arxiv.org/abs/2503.19736v1

InterSliceBoost: Identifying Tissue Layers in Three-dimensional Ultrasound Images for Chronic Lower Back Pain (cLBP) Assessment

Available studies on chronic lower back pain (cLBP) typically focus on one or a few specific tissu...

Mar 2025 http://arxiv.org/abs/2503.19735v1

Browse Categories

Improving the generalization of deep learning models in the segmentation of mammography images

NeuroLIP: Interpretable and Fair Cross-Modal Alignment of fMRI and Phenotypic Text

Comprehensive segmentation of deep grey nuclei from structural MRI data

iMedImage Technical Report

Sparse Bayesian Learning for Label Efficiency in Cardiac Real-Time MRI

Implicit neural representations for end-to-end PET reconstruction

Evaluating Large Language Models for Automated Clinical Abstraction in Pulmonary Embolism Registries: Performance Across Model Sizes, Versions, and Parameters

A weakly-supervised deep learning model for fast localisation and delineation of the skeleton, internal organs, and spinal canal on Whole-Body Diffusion-Weighted MRI (WB-DWI)

Flip Learning: Weakly Supervised Erase to Segment Nodules in Breast Ultrasound

AutoRad-Lung: A Radiomic-Guided Prompting Autoregressive Vision-Language Model for Lung Nodule Malignancy Prediction

Imitating Radiological Scrolling: A Global-Local Attention Model for 3D Chest CT Volumes Multi-Label Anomaly Classification

AI-Driven MRI Spine Pathology Detection: A Comprehensive Deep Learning Approach for Automated Diagnosis in Diverse Clinical Settings

Mamba-3D as Masked Autoencoders for Accurate and Data-Efficient Analysis of Medical Ultrasound Videos

Optimizing Breast Cancer Detection in Mammograms: A Comprehensive Study of Transfer Learning, Resolution Reduction, and Multi-View Classification

SeLIP: Similarity Enhanced Contrastive Language Image Pretraining for Multi-modal Head MRI

GRN+: A Simplified Generative Reinforcement Network for Tissue Layer Analysis in 3D Ultrasound Images for Chronic Low-back Pain

InterSliceBoost: Identifying Tissue Layers in Three-dimensional Ultrasound Images for Chronic Lower Back Pain (cLBP) Assessment

TrackRAD2025 challenge dataset: Real-time tumor tracking for MRI-guided radiotherapy

Foundation Model for Whole-Heart Segmentation: Leveraging Student-Teacher Learning in Multi-Modal Medical Imaging

Learning to segment anatomy and lesions from disparately labeled sources in brain MRI

Dual-domain Multi-path Self-supervised Diffusion Model for Accelerated MRI Reconstruction

Browse Categories