Reproducibility in Radiomics: A Comparison of Feature Extraction Methods and Two Independent Datasets

Reproducibility in Radiomics: A Comparison of Feature Extraction Methods and Two Independent Datasets

Radiomics involves the extraction of information from medical images that are not visible to the human eye. There is evidence that these features can be used for treatment stratification and outcome prediction. However, there is much discussion about the reproducibility of results between different...

Full description

Bibliographic Details
Main Authors: Hannah Mary T. Thomas, Helen Y. C. Wang, Amal Joseph Varghese, Ellen M. Donovan, Chris P. South, Helen Saxby, Andrew Nisbet, Vineet Prakash, Balu Krishna Sasidharan, Simon Pradeep Pavamani, Devakumar Devadhas, Manu Mathew, Rajesh Gunasingam Isiah, Philip M. Evans
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Applied Sciences
Subjects:
radiomics
reproducibility
repeatability
validation
lung cancer
head and neck cancer
Online Access:https://www.mdpi.com/2076-3417/13/12/7291

Internet

https://www.mdpi.com/2076-3417/13/12/7291

Similar Items