Latest AI and machine learning research in radiology for healthcare professionals.
The assessment of response to neoadjuvant systemic therapy (NST) is a critical pillar in defining th...
INTRODUCTION: Assessment of renal tissue and renal tumor stiffness may provide complementary informa...
BACKGROUND: Cardiovascular disease (CVD) diagnosis using multimodal health care data remains a major...
PURPOSE: To design a deep learning pipeline for automated, time-resolved segmentation of the left at...
INTRODUCTION: As ultrasound technology has become more advanced and accessible over the years, point...
BACKGROUND: Catheter ablation is an essential tool for ventricular arrhythmia management, yet sustai...
Intracranial hemorrhage (ICH) is an emergency clinical condition that requires rapid diagnosis. In p...
BACKGROUND: Artificial intelligence (AI) has emerged as a promising tool for prostate cancer (PCa) r...
RATIONALE AND OBJECTIVES: The 70-gene signature (MammaPrint) guides risk assessment and treatment in...
OBJECTIVE: To develop and validate a nomogram integrating artificial intelligence (AI)-extracted ult...
Quantifying muscle health at scale has been limited by the difficulty of segmenting individual muscl...
BACKGROUND: Multiple sclerosis (MS) is a chronic neurological disease affecting both white and gray ...
Cell types represent groups of cells with shared anatomical and functional properties. Traditional b...
Image-based machine learning tools are powerful resources for analyzing medical images, with deep le...
BACKGROUND: Facial assessment is central to treatment planning and outcome evaluation. Traditional a...
Radiomics applied to two-dimensional breast ultrasound has emerged as a potential noninvasive approa...
Deep learning models for medical image analysis often fail in clinical deployment due to domain shif...
Patients increasingly use large language models (LLMs) to interpret radiology reports, yet the relia...
Deep learning (DL) is increasingly applied to automate brain tumor classification from magnetic reso...
Microvascular invasion (MVI) represents a critical prognostic determinant in hepatocellular carcinom...
BACKGROUND: Intraoperative ultrasound plays a central role in hepatobiliary surgery for the detectio...