Artificial Intelligence for Ultrasound: From Imaging to Biomarkers.
Description
Artificial Intelligence (AI) in ultrasound transforms medical diagnosis by using computer algorithms to analyze ultrasound images for pathologies and identify biomarkers. AI enhances ultrasound image quality, automates tasks like tumor tracing, aids in diagnosis, and predicts treatment responses by processing large image datasets. Key AI technologies used in medical ultrasound include, but not limited to, machine learning (ML), deep learning (DL), and radiomics. The applications of AI in ultrasound include, but not limited to, image enhancement and feature extraction, automated diagnosis, non-Invasive Assessment, and biomarkers and prediction.