Deep Learning Based Airway Segmentation Using Key Point Prediction

Deep Learning Based Airway Segmentation Using Key Point Prediction

The purpose of this study was to investigate the accuracy of the airway volume measurement by a Regression Neural Network-based deep-learning model. A set of manually outlined airway data was set to build the algorithm for fully automatic segmentation of a deep learning process. Manual landmarks of...

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Bibliographic Details
Main Authors: Jinyoung Park, JaeJoon Hwang, Jihye Ryu, Inhye Nam, Sol-A Kim, Bong-Hae Cho, Sang-Hun Shin, Jae-Yeol Lee
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Applied Sciences
Subjects:
airway volume analysis
deep learning
artificial intelligence
Online Access:https://www.mdpi.com/2076-3417/11/8/3501

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