Radiology

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

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Multiparametric MRI for Assessment of the Biological Invasiveness and Prognosis of Pancreatic Ductal Adenocarcinoma in the Era of Artificial Intelligence.

Pancreatic ductal adenocarcinoma (PDAC) is the deadliest malignant tumor, with a grim 5-year overall...

Jan 2025 39781607
Risk prediction for elderly cognitive impairment by radiomic and morphological quantification analysis based on a cerebral MRA imaging cohort.

OBJECTIVE: To establish morphological and radiomic models for early prediction of cognitive impairme...

Jan 2025 39786514
Evaluation of Multilingual Simplifications of IR Procedural Reports Using GPT-4.

This study assessed the feasibility of large language models such as GPT-4 (OpenAI, San Francisco, C...

Jan 2025 39793700
High-resolution hemodynamic estimation from ultrafast ultrasound image velocimetry using a physics-informed neural network.

Estimating the high-resolution (HR) blood flow velocity and pressure fields for the diagnosis and tr...

Jan 2025 39784144
A robust multimodal brain MRI-based diagnostic model for migraine: validation across different migraine phases and longitudinal follow-up data.

Inter-individual variability in symptoms and the dynamic nature of brain pathophysiology present sig...

Jan 2025 39789428
Performance of Artificial Intelligence Chatbots on Ultrasound Examinations: Cross-Sectional Comparative Analysis.

BACKGROUND: Artificial intelligence chatbots are being increasingly used for medical inquiries, part...

Jan 2025 39814698
Comparison of active learning algorithms in classifying head computed tomography reports using bidirectional encoder representations from transformers.

PURPOSE: Systems equipped with natural language (NLP) processing can reduce missed radiological find...

Jan 2025 39777700
PADS-Net: GAN-based radiomics using multi-task network of denoising and segmentation for ultrasonic diagnosis of Parkinson disease.

Parkinson disease (PD) is a prevalent neurodegenerative disorder, and its accurate diagnosis is cruc...

Jan 2025 39808869
Artificial intelligence for body composition assessment focusing on sarcopenia.

This study aimed to address the limitations of conventional methods for measuring skeletal muscle ma...

Jan 2025 39779762
Effective BCDNet-based breast cancer classification model using hybrid deep learning with VGG16-based optimal feature extraction.

PROBLEM: Breast cancer is a leading cause of death among women, and early detection is crucial for i...

Jan 2025 39780045
ULM-MbCNRT: In Vivo Ultrafast Ultrasound Localization Microscopy by Combining Multibranch CNN and Recursive Transformer.

Ultrasound localization microscopy (ULM) overcomes the acoustic diffraction limit by localizing tiny...

Jan 2025 38607709
Deep Learning in Ultrasound Localization Microscopy: Applications and Perspectives.

Ultrasound localization microscopy (ULM) is a novel super-resolution imaging technique that can imag...

Jan 2025 39288061
VoxelMorph-Based Deep Learning Motion Correction for Ultrasound Localization Microscopy of Spinal Cord.

Accurate assessment of spinal cord vasculature is important for the urgent diagnosis of injury and s...

Jan 2025 39292568
Deep Power-Aware Tunable Weighting for Ultrasound Microvascular Imaging.

Ultrasound microvascular imaging (UMI), including ultrafast power Doppler imaging (uPDI) and ultraso...

Jan 2025 39480714
Classification of female MDD patients with and without suicidal ideation using resting-state functional magnetic resonance imaging and machine learning.

Spontaneous blood oxygen level-dependent signals can be indirectly recorded in different brain regio...

Jan 2025 39845411
Nationwide real-world implementation of AI for cancer detection in population-based mammography screening.

Artificial intelligence (AI) in mammography screening has shown promise in retrospective evaluations...

Jan 2025 39775040
Enhancing repeatability of follicle counting with deep learning reconstruction high-resolution MRI in PCOS patients.

Follicle count, a pivotal metric in the adjunct diagnosis of polycystic ovary syndrome (PCOS), is of...

Jan 2025 39775101
FDDSeg: Unleashing the Power of Scribble Annotation for Cardiac MRI Images Through Feature Decomposition Distillation.

Cardiovascular diseases can be diagnosed with computer assistance when using the magnetic resonance ...

Jan 2025 38787661
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