Radiology

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

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Fully automated MRI-based analysis of the locus coeruleus in aging and Alzheimer's disease dementia using ELSI-Net.

INTRODUCTION: The locus coeruleus (LC) is linked to the development and pathophysiology of neurodege...

Jan 2025 40365469
Automatic collateral quantification in acute ischemic stroke using U-net.

OBJECTIVES: To harness the U-Net deep learning framework for automated quantification of collateral ...

Jan 2025 40421138
Multimodal deep learning model for prediction of prognosis in central nervous system inflammation.

Inflammatory diseases of the CNS impose a substantial disease burden, necessitating prompt and appro...

Jan 2025 40385378
Diagnostic precision of a deep learning algorithm for the classification of non-contrast brain CT reports.

OBJECTIVE: This study aimed to determine the diagnostic precision of a deep learning algorithm for t...

Jan 2025 40417183
Development of an artificial intelligence-based convolutional neural network for sellar barrier classification using magnetic resonance imaging.

BACKGROUND: This study aims to develop an artificial intelligence (AI) model using convolutional neu...

Jan 2025 40469315
Machine learning-enabled screening for aortic stenosis with handheld ultrasound.

AIMS: Neural network classifiers can detect aortic stenosis (AS) using limited cardiac ultrasound im...

Jan 2025 40395285
Artificial intelligence-based automated breast ultrasound radiomics for breast tumor diagnosis and treatment: a narrative review.

Breast cancer (BC) is the most common malignant tumor among women worldwide, posing a substantial th...

Jan 2025 40406239
The diagnostic value of convolutional neural networks in thyroid cancer detection using ultrasound images.

OBJECTIVE: To extract and analyze the image features of two-dimensional ultrasound images and elasti...

Jan 2025 40406254
Recent progress in tuberculosis diagnosis: insights into blood-based biomarkers and emerging technologies.

Tuberculosis (TB) remains a global health challenge, with timely and accurate diagnosis being critic...

Jan 2025 40406513
RRFNet: A free-anchor brain tumor detection and classification network based on reparameterization technology.

Advancements in medical imaging technology have facilitated the acquisition of high-quality brain im...

Jan 2025 40522942
Intelligent diagnosis of thyroid nodules with AI ultrasound assistance and cytology classification.

OBJECTIVE: Accurate evaluation of thyroid nodules is crucial for effective management; however, meth...

Jan 2025 40469435
Leveraging transformers and explainable AI for Alzheimer's disease interpretability.

Alzheimer's disease (AD) is a progressive brain ailment that causes memory loss, cognitive decline, ...

Jan 2025 40408321
Convolutional neural network using magnetic resonance brain imaging to predict outcome from tuberculosis meningitis.

INTRODUCTION: Tuberculous meningitis (TBM) leads to high mortality, especially amongst individuals w...

Jan 2025 40408340
AISIM: evaluating impacts of user interface elements of an AI assisting tool.

While Artificial Intelligence (AI) has demonstrated human-level capabilities in many prediction task...

Jan 2025 40402946
Radiomic analysis of cohort-specific diagnostic errors in reading dense mammograms using artificial intelligence.

OBJECTIVES: This study aims to investigate radiologists' interpretation errors when reading dense sc...

Jan 2025 39383202
Integrated Deep Learning Model for the Detection, Segmentation, and Morphologic Analysis of Intracranial Aneurysms Using CT Angiography.

Purpose To develop a deep learning model for the morphologic measurement of unruptured intracranial ...

Jan 2025 39503602
SCIseg: Automatic Segmentation of Intramedullary Lesions in Spinal Cord Injury on T2-weighted MRI Scans.

Purpose To develop a deep learning tool for the automatic segmentation of the spinal cord and intram...

Jan 2025 39503603
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