The Impact of Deep Learning on Ultrasound in Diagnosis and Therapy: Enhancing Clinical Decision Support, Workflow Efficiency, Quantification, Image Registration, and Real-time Assistance

The Impact of Deep Learning on Ultrasound in Diagnosis and Therapy: Enhancing Clinical Decision Support, Workflow Efficiency, Quantification, Image Registration, and Real-time Assistance

This review article introduces the main concepts and architectures of deep learning networks for medical imaging tasks, such as classification, detection, segmentation, and generation. It then surveys how deep learning has been applied to ultrasound imaging for various purposes, such as image proces...

Full description

Bibliographic Details
Main Author: Won-Chul Bang, PhD, Vice President, Yeong Kyeong Seong, PhD, Jinyong Lee
Format: Article
Language:English
Published: Editorial Office of Advanced Ultrasound in Diagnosis and Therapy 2023-06-01
Series:Advanced Ultrasound in Diagnosis and Therapy
Subjects:
|deep learning|convolutional neural network|artificial intelligence|real-time ai, generative ai, chatgpt|computer-aided diagnosis|workflow efficiency|quantification|image registration
Online Access:http://www.journaladvancedultrasound.com:81/fileup/2576-2516/PDF/1682659494268-1751476978.pdf

Similar Items

Similar Items