Probing an AI regression model for hand bone age determination using gradient-based saliency mapping
Abstract Understanding how a neural network makes decisions holds significant value for users. For this reason, gradient-based saliency mapping was tested on an artificial intelligence (AI) regression model for determining hand bone age from X-ray radiographs. The partial derivative (PD) of the infe...
Main Author: | Zhiyue J. Wang |
---|---|
Format: | Article |
Language: | English |
Published: |
Nature Publishing Group
2021-05-01
|
Series: | Scientific Reports |
Online Access: | https://doi.org/10.1038/s41598-021-90157-y |
Similar Items
-
Fuzzy-Based Approach Combining Improved Gradient and Saliency Maps for Image Resizing
by: Chou-Yuan Liu, et al.
Published: (2016) -
Enhanced Gradient-Based Local Feature Descriptors by Saliency Map for Egocentric Action Recognition
by: Zheming Zuo, et al.
Published: (2019-02-01) -
Aircraft Detection in High-Resolution SAR Images Based on a Gradient Textural Saliency Map
by: Yihua Tan, et al.
Published: (2015-09-01) -
Spatial competition on the master-saliency map.
by: Ursula eSchade, et al.
Published: (2013-07-01) -
Saliency Maps using Channel Representations
by: Tuttle, Alexander
Published: (2010)