Automatic Windowing for MRI With Convolutional Neural Network

Automatic Windowing for MRI With Convolutional Neural Network

This paper presents a fast, high-precision, and fully automatic windowing method based on deep convolutional neural network (CNN) for magnetic resonance imaging (MRI). Displaying a magnetic resonance (MR) image with a data depth of 12/16 bits on regular 8-bit monitors usually needs a windowing proce...

Full description

Bibliographic Details
Main Authors: Xiaole Zhao, Tao Zhang, Hangfei Liu, Gaiyan Zhu, Xueming Zou
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Automatic windowing
convolutional neural network
deep learning
window width and window level
magnetic resonance imaging
Online Access:https://ieeexplore.ieee.org/document/8721686/

Internet

https://ieeexplore.ieee.org/document/8721686/

Similar Items