Radiology

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

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Showing 3319-3339 of 14,419 articles
Spherical Harmonics-Based Deep Learning Achieves Generalized and Accurate Diffusion Tensor Imaging.

Diffusion tensor imaging (DTI) is a prevalent magnetic resonance imaging (MRI) technique, widely use...

Jan 2025 39352828
TKR-FSOD: Fetal Anatomical Structure Few-Shot Detection Utilizing Topological Knowledge Reasoning.

Fetal multi-anatomical structure detection in ultrasound (US) images can clearly present the relatio...

Jan 2025 39401118
Attention-Guided 3D CNN With Lesion Feature Selection for Early Alzheimer's Disease Prediction Using Longitudinal sMRI.

Predicting the progression from mild cognitive impairment (MCI) to Alzheimer's disease (AD) is criti...

Jan 2025 39412975
Application of MRI image segmentation algorithm for brain tumors based on improved YOLO.

OBJECTIVE: To assist in the rapid clinical identification of brain tumor types while achieving segme...

Jan 2025 39840016
Leveraging Large Language Models in Radiology Research: A Comprehensive User Guide.

Large Language Models (LLMs) such as ChatGPT have been increasingly integrated into radiology resear...

Jan 2025 39765432
Open-source Large Language Models can Generate Labels from Radiology Reports for Training Convolutional Neural Networks.

RATIONALE AND OBJECTIVES: Training Convolutional Neural Networks (CNN) requires large datasets with ...

Jan 2025 39765434
Breast cancer classification based on breast tissue structures using the Jigsaw puzzle task in self-supervised learning.

Self-supervised learning (SSL) has gained attention in the medical field as a deep learning approach...

Jan 2025 39760975
Clinicians' perspectives on the use of artificial intelligence to triage MRI brain scans.

Artificial intelligence (AI) tools can triage radiology scans to streamline the patient pathway and ...

Jan 2025 39805194
MRI to digital medicine diagnosis: integrating deep learning into clinical decision-making for lumbar degenerative diseases.

INTRODUCTION: To develop an intelligent system based on artificial intelligence (AI) deep learning a...

Jan 2025 39834502
Utilizing machine-learning techniques on MRI radiomics to identify primary tumors in brain metastases.

OBJECTIVE: To develop a machine learning-based clinical and/or radiomics model for predicting the pr...

Jan 2025 39835148
Advances in physiological and clinical relevance of hiPSC-derived brain models for precision medicine pipelines.

Precision, or personalized, medicine aims to stratify patients based on variable pathogenic signatur...

Jan 2025 39835290
Unlocking the diagnostic potential of electrocardiograms through information transfer from cardiac magnetic resonance imaging.

Cardiovascular diseases (CVD) can be diagnosed using various diagnostic modalities. The electrocardi...

Jan 2025 39793216
Automated ultrasonography of hepatocellular carcinoma using discrete wavelet transform based deep-learning neural network.

This study introduces HCC-Net, a novel wavelet-based approach for the accurate diagnosis of hepatoce...

Jan 2025 39818008
DDEvENet: Evidence-based ensemble learning for uncertainty-aware brain parcellation using diffusion MRI.

In this study, we developed an Evidential Ensemble Neural Network based on Deep learning and Diffusi...

Jan 2025 39787735
Integrating artificial intelligence with endoscopic ultrasound in the early detection of bilio-pancreatic lesions: Current advances and future prospects.

The integration of Artificial Intelligence (AI) in endoscopic ultrasound (EUS) represents a transfor...

Jan 2025 40210329
Machine learning-based interpretation of non-contrast feature tracking strain analysis and T1/T2 mapping for assessing myocardial viability.

Assessing myocardial viability is crucial for managing ischemic heart disease. While late gadolinium...

Jan 2025 39755814
Deep learning-based pelvimetry in pelvic MRI volumes for pre-operative difficulty assessment of total mesorectal excision.

BACKGROUND: Specific pelvic bone dimensions have been identified as predictors of total mesorectal e...

Jan 2025 39753930
Multi-institutional development and testing of attention-enhanced deep learning segmentation of thyroid nodules on ultrasound.

PURPOSE: Thyroid nodules are common, and ultrasound-based risk stratification using ACR's TIRADS cla...

Jan 2025 39751996
Explainable artificial intelligence with UNet based segmentation and Bayesian machine learning for classification of brain tumors using MRI images.

Detecting brain tumours (BT) early improves treatment possibilities and increases patient survival r...

Jan 2025 39753735
Computer-aided diagnosis of hepatic cystic echinococcosis based on deep transfer learning features from ultrasound images.

Hepatic cystic echinococcosis (HCE), a life-threatening liver disease, has 5 subtypes, i.e., single-...

Jan 2025 39753933
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