Radiology

Latest AI and machine learning research in radiology for healthcare professionals.

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Neural Network-based Automated Classification of 18F-FDG PET/CT Lesions and Prognosis Prediction in Nasopharyngeal Carcinoma Without Distant Metastasis.

PURPOSE: To evaluate the diagnostic performance of the PET Assisted Reporting System (PARS) in nasop...

May 2025 40357637
Recent advances in multimodal approaches for investigating placental development and related diseases.

The placenta is a vital organ that supports fetal growth and pregnancy maintenance. Its dysfunction ...

May 2025 40374418
Is a 3-Minute Knee MRI Protocol Sufficient for Daily Clinical Practice? A SuperResolution Reconstruction Approach Using AI and Compressed Sensing.

The purpose of this study was to assess whether a 3-min 2D knee protocol can meet the needs for cli...

May 2025 40428199
The Role of Radiomics and Artificial Intelligence Applied to Staging PSMA PET in Assessing Prostate Cancer Aggressiveness.

: PSMA PET is essential tool in the management of prostate cancer (PCa) patients in various clinical...

May 2025 40429314
Towards Optical Biopsy in Glioma Surgery.

Currently, the focus of intraoperative imaging in brain tumor surgery is beginning to shift to optic...

May 2025 40429698
SECONDGRAM: Self-conditioned diffusion with gradient manipulation for longitudinal MRI imputation.

While individual MRI snapshots provide valuable insights, the longitudinal progression in repeated M...

May 2025 40486972
Multiparameter MRI-based model integrating radiomics and deep learning for preoperative staging of laryngeal squamous cell carcinoma.

The accurate preoperative staging of laryngeal squamous cell carcinoma (LSCC) provides valuable guid...

May 2025 40346120
Binary classification of gynecological cancers based on ATR-FTIR spectroscopy and machine learning using urine samples.

Making an early diagnosis of cancer still in the early stages, when completely asymptomatic, is the ...

May 2025 40343586
Emerging use of pulmonary artery and cardiac pressure sensing technology in the management of worsening heart failure events.

Unplanned admissions for worsening heart failure (WHF) are the largest resource cost in heart failur...

May 2025 40343668
Magnetic Resonance Imaging in the Clinical Evaluation of Lung Disorders: Current Status and Future Prospects.

The low proton density and high signal decay rate of pulmonary tissue have previously hampered the a...

May 2025 40344610
Dynamic AI Ultrasound-Assisted Diagnosis System to Reduce Unnecessary Fine Needle Aspiration of Thyroid Nodules.

OBJECTIVES: This study aims to compare the diagnostic efficiency of the American College of Radiolog...

May 2025 40348606
Deep Unrolled Meta-Learning for Multi-Coil and Multi-Modality MRI with Adaptive Optimization

We propose a unified deep meta-learning framework for accelerated magnetic resonance imaging (MRI)...

UltraGauss: Ultrafast Gaussian Reconstruction of 3D Ultrasound Volumes

Ultrasound imaging is widely used due to its safety, affordability, and real-time capabilities, bu...

Score-based Self-supervised MRI Denoising

Magnetic resonance imaging (MRI) is a powerful noninvasive diagnostic imaging tool that provides u...

MDAA-Diff: CT-Guided Multi-Dose Adaptive Attention Diffusion Model for PET Denoising

Acquiring high-quality Positron Emission Tomography (PET) images requires administering high-dose ...

CAG-VLM: Fine-Tuning of a Large-Scale Model to Recognize Angiographic Images for Next-Generation Diagnostic Systems

Coronary angiography (CAG) is the gold-standard imaging modality for evaluating coronary artery di...

ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis

Synthesizing medical images remains challenging due to limited annotated pathological data, modali...

MoRe-3DGSMR: Motion-resolved reconstruction framework for free-breathing pulmonary MRI based on 3D Gaussian representation

This study presents an unsupervised, motion-resolved reconstruction framework for high-resolution,...

Real-Time Coronary Artery Dominance Classification from Angiographic Images Using Advanced Deep Video Architectures.

: The automatic identification of coronary artery dominance holds critical importance for clinical d...

May 2025 40428179
Large Language Models in Cancer Imaging: Applications and Future Perspectives.

Recently, there has been tremendous interest on the use of large language models (LLMs) in radiology...

May 2025 40429281
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