Bone Age Assessment Based on Rank-Monotonicity Enhanced Ranking CNN

Bone Age Assessment Based on Rank-Monotonicity Enhanced Ranking CNN

Skeletal bone age assessment based on hand x-ray is widely used in many fields. There is an urgent need for automated method to alleviate manual labor and address the problem of intra- and inter-observer variability. Most existing methods modeled the task as regression or multiclass classification p...

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Bibliographic Details
Main Authors: Bo Liu, Yu Zhang, Meicheng Chu, Xiangzhi Bai, Fugen Zhou
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Bone age assessment
ranking learning
convolutional neural network (CNN)
computer-aided diagnosis (CAD)
Online Access:https://ieeexplore.ieee.org/document/8812721/

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