Auto-Segmentation for Radiation Oncology
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Introduction to Auto-Segmentation in Radiation Oncology

2021 ◽  
pp. 1-10
Author(s):  
Jinzhong Yang ◽  
Gregory C. Sharp ◽  
Mark J. Gooding
Keyword(s):  
Radiation Oncology

Evaluation of a Multi-Atlas Segmentation System

2021 ◽  
pp. 49-68
Author(s):  
Raymond Fang ◽  
Laurence Court ◽  
Jinzhong Yang
Keyword(s):  
Atlas Segmentation

Data Augmentation for Training Deep Neural Networks

2021 ◽  
pp. 151-164
Author(s):  
Zhao Peng ◽  
Jieping Zhou ◽  
Xi Fang ◽  
Pingkun Yan ◽  
Hongming Shan ◽  
...  
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Data Augmentation

Effect of Loss Functions in Deep Learning-Based Segmentation

2021 ◽  
pp. 133-150
Author(s):  
Evan Porter ◽  
David Solis ◽  
Payton Bruckmeier ◽  
Zaid A. Siddiqui ◽  
Leonid Zamdborg ◽  
...  
Keyword(s):  
Deep Learning ◽  
Loss Functions

Data Curation Challenges for Artificial Intelligence

2021 ◽  
pp. 201-216
Author(s):  
Ken Chang ◽  
Mishka Gidwani ◽  
Jay B. Patel ◽  
Matthew D. Li ◽  
Jayashree Kalpathy-Cramer
Keyword(s):  
Artificial Intelligence ◽  
Data Curation
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