Radiology

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

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WFUMB Commentary Paper on Artificial intelligence in Medical Ultrasound Imaging.

Artificial intelligence (AI) is defined as the theory and development of computer systems able to pe...

Dec 2024 39672681
Assessment of the stability of intracranial aneurysms using a deep learning model based on computed tomography angiography.

PURPOSE: Assessment of the stability of intracranial aneurysms is important in the clinic but remain...

Dec 2024 39666223
CNN-Based Cross-Modality Fusion for Enhanced Breast Cancer Detection Using Mammography and Ultrasound.

Breast cancer is a leading cause of mortality among women in Taiwan and globally. Non-invasive imag...

Dec 2024 39728907
Artificial Intelligence-Assisted Segmentation of a Falx Cerebri Calcification on Cone-Beam Computed Tomography: A Case Report.

Intracranial calcifications, particularly within the falx cerebri, serve as crucial diagnostic marke...

Dec 2024 39768927
Early detection of Alzheimer's disease in structural and functional MRI.

OBJECTIVES: To implement state-of-the-art deep learning architectures such as Deep-Residual-U-Net an...

Dec 2024 39726682
Identification of patients with unstable angina based on coronary CT angiography: the application of pericoronary adipose tissue radiomics.

OBJECTIVE: To explore whether radiomics analysis of pericoronary adipose tissue (PCAT) captured by c...

Dec 2024 39726948
Deep Learning for Detecting and Subtyping Renal Cell Carcinoma on Contrast-Enhanced CT Scans Using 2D Neural Network with Feature Consistency Techniques.

 The aim of this study was to explore an innovative approach for developing deep learning (DL) algo...

Dec 2024 40529970
Self-improving generative foundation model for synthetic medical image generation and clinical applications.

In many clinical and research settings, the scarcity of high-quality medical imaging datasets has ha...

Dec 2024 39663467
Imaging-guided bioresorbable acoustic hydrogel microrobots.

Micro- and nanorobots excel in navigating the intricate and often inaccessible areas of the human bo...

Dec 2024 39661698
BUSClean: Open-source software for breast ultrasound image pre-processing and knowledge extraction for medical AI.

Development of artificial intelligence (AI) for medical imaging demands curation and cleaning of lar...

Dec 2024 39661621
Automated Neuroprognostication Via Machine Learning in Neonates with Hypoxic-Ischemic Encephalopathy.

OBJECTIVES: Neonatal hypoxic-ischemic encephalopathy is a serious neurologic condition associated wi...

Dec 2024 39655476
Enhancing thin slice 3D T2-weighted prostate MRI with super-resolution deep learning reconstruction: Impact on image quality and PI-RADS assessment.

PURPOSES: This study aimed to assess the effectiveness of Super-Resolution Deep Learning Reconstruct...

Dec 2024 39667642
Utility of a Large Language Model for Extraction of Clinical Findings from Healthcare Data following Lung Ablation: A Feasibility Study.

To assess the feasibility of utilizing a large language model (LLM) in extracting clinically relevan...

Dec 2024 39662619
Evaluation of the clinical utility of lateral cephalometry reconstructed from computed tomography extracted by artificial intelligence.

This study assessed the accuracy and reliability of artificial intelligence (AI)-reconstructed image...

Dec 2024 39658471
Deep learning for cardiac imaging: focus on myocardial diseases, a narrative review.

The integration of computational technologies into cardiology has significantly advanced the diagnos...

Dec 2024 39662734
AI potential in PET/CT cancer imaging.

Positron emission tomography/computed tomography (PET/CT) is a hybrid medical imaging technique that...

Dec 2024 39644273
Radiomics-based machine learning for automated detection of Pneumothorax in CT scans.

The increasing complexity of diagnostic imaging often leads to misinterpretations and diagnostic err...

Dec 2024 39652609
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