Current status of deep learning applications in abdominal ultrasonography
Kyoung Doo Song
Abstract
Deep learning is one of the most popular artificial intelligence techniques used in the medical field. Although it is at an early stage compared to deep learning analyses of computed tomography or magnetic resonance imaging, studies applying deep learning to ultrasound imaging have been actively conducted. This review analyzes recent studies that applied deep learning to ultrasound imaging of various abdominal organs and explains the challenges encountered in these applications.
Topics & Concepts
MedicineUltrasonographyScope (computer science)Medical journalUltrasoundRadiologyFamily medicineComputer scienceProgramming languageRadiomics and Machine Learning in Medical Imaging