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Subcategories: Diagnostic Radiology Nuclear Medicine Therapeutic Radiology

Showing 10144-10164 of 14,672 articles

MR2US-Pro: Prostate MR to Ultrasound Image Translation and Registration Based on Diffusion Models

The diagnosis of prostate cancer increasingly depends on multimodal imaging, particularly magnetic...

May 2025 http://arxiv.org/abs/2506.00591v1

A European Multi-Center Breast Cancer MRI Dataset

Detecting breast cancer early is of the utmost importance to effectively treat the millions of wom...

May 2025 http://arxiv.org/abs/2506.00474v1

Deep-learning based multi-modal models for brain age, cognition and amyloid pathology prediction.

BACKGROUND: Magnetic resonance imaging (MRI), combined with artificial intelligence techniques, has ...

May 2025 40450379

Edge Computing for Physics-Driven AI in Computational MRI: A Feasibility Study

Physics-driven artificial intelligence (PD-AI) reconstruction methods have emerged as the state-of...

May 2025 http://arxiv.org/abs/2506.03183v1

Structuring Radiology Reports: Challenging LLMs with Lightweight Models

Radiology reports are critical for clinical decision-making but often lack a standardized format, ...

May 2025 http://arxiv.org/abs/2506.00200v1

Contrast-Invariant Self-supervised Segmentation for Quantitative Placental MRI

Accurate placental segmentation is essential for quantitative analysis of the placenta. However, t...

May 2025 http://arxiv.org/abs/2505.24739v2

pyMEAL: A Multi-Encoder Augmentation-Aware Learning for Robust and Generalizable Medical Image Translation

Medical imaging is critical for diagnostics, but clinical adoption of advanced AI-driven imaging f...

May 2025 http://arxiv.org/abs/2505.24421v1

A Novel Coronary Artery Registration Method Based on Super-pixel Particle Swarm Optimization

Percutaneous Coronary Intervention (PCI) is a minimally invasive procedure that improves coronary ...

May 2025 http://arxiv.org/abs/2505.24351v1

Harnessing Foundation Models for Robust and Generalizable 6-DOF Bronchoscopy Localization

Vision-based 6-DOF bronchoscopy localization offers a promising solution for accurate and cost-eff...

May 2025 http://arxiv.org/abs/2505.24249v1

DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis?

Vision-language models (VLMs) exhibit strong zero-shot generalization on natural images and show e...

May 2025 http://arxiv.org/abs/2505.24173v1

Beyond the LUMIR challenge: The pathway to foundational registration models

Medical image challenges have played a transformative role in advancing the field, catalyzing algo...

May 2025 http://arxiv.org/abs/2505.24160v1

CCTA-Derived coronary plaque burden offers enhanced prognostic value over CAC scoring in suspected CAD patients.

AIMS: To assess the prognostic utility of coronary artery calcium (CAC) scoring and coronary compute...

May 2025 40131307

Mammogram mastery: Breast cancer image classification using an ensemble of deep learning with explainable artificial intelligence.

Breast cancer is a serious public health problem and is one of the leading causes of cancer-related ...

May 2025 40441211

Deep learning based motion correction in ultrasound microvessel imaging approach improves thyroid nodule classification.

To address inter-frame motion artifacts in ultrasound quantitative high-definition microvasculature ...

May 2025 40447670

Deep Learning-Based Breast Cancer Detection in Mammography: A Multi-Center Validation Study in Thai Population

This study presents a deep learning system for breast cancer detection in mammography, developed u...

May 2025 http://arxiv.org/abs/2506.03177v1

Super-temporal-resolution Photoacoustic Imaging with Dynamic Reconstruction through Implicit Neural Representation in Sparse-view

Dynamic Photoacoustic Computed Tomography (PACT) is an important imaging technique for monitoring ...

May 2025 http://arxiv.org/abs/2506.03175v1

Comparative analysis of privacy-preserving open-source LLMs regarding extraction of diagnostic information from clinical CMR imaging reports

Purpose: We investigated the utilization of privacy-preserving, locally-deployed, open-source Larg...

May 2025 http://arxiv.org/abs/2506.00060v1

Prediction of clinical stages of cervical cancer via machine learning integrated with clinical features and ultrasound-based radiomics.

To investigate the prediction of a model constructed by combining machine learning (ML) with clinica...

May 2025 40442164

Browse Categories

MR2US-Pro: Prostate MR to Ultrasound Image Translation and Registration Based on Diffusion Models

A European Multi-Center Breast Cancer MRI Dataset

Deep-learning based multi-modal models for brain age, cognition and amyloid pathology prediction.

Edge Computing for Physics-Driven AI in Computational MRI: A Feasibility Study

Structuring Radiology Reports: Challenging LLMs with Lightweight Models

Contrast-Invariant Self-supervised Segmentation for Quantitative Placental MRI

pyMEAL: A Multi-Encoder Augmentation-Aware Learning for Robust and Generalizable Medical Image Translation

A Novel Coronary Artery Registration Method Based on Super-pixel Particle Swarm Optimization

Harnessing Foundation Models for Robust and Generalizable 6-DOF Bronchoscopy Localization

DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis?

Beyond the LUMIR challenge: The pathway to foundational registration models

CCTA-Derived coronary plaque burden offers enhanced prognostic value over CAC scoring in suspected CAD patients.

Mammogram mastery: Breast cancer image classification using an ensemble of deep learning with explainable artificial intelligence.

Deep learning based motion correction in ultrasound microvessel imaging approach improves thyroid nodule classification.

Deep Learning-Based Breast Cancer Detection in Mammography: A Multi-Center Validation Study in Thai Population

Super-temporal-resolution Photoacoustic Imaging with Dynamic Reconstruction through Implicit Neural Representation in Sparse-view

Comparative analysis of privacy-preserving open-source LLMs regarding extraction of diagnostic information from clinical CMR imaging reports

Estimating Head Motion in Structural MRI Using a Deep Neural Network Trained on Synthetic Artifacts

PCA for Enhanced Cross-Dataset Generalizability in Breast Ultrasound Tumor Segmentation

Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis

Prediction of clinical stages of cervical cancer via machine learning integrated with clinical features and ultrasound-based radiomics.

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