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FeAture Explorer (FAE), a radiomics (or medical analysis) tool that helps radiologists extract features, preprocess feature matrix, develop machine learning models (Binary Classification & Survival Analysis) with one-click, and evaluate models qualitatively and quantitatively. This project was inspired on the Radiomics, and provides a GUI with convenient process. FAE was initially developed by East China Normal University and Siemens Healthineers Ltd.
If FAE could help in your project, We appreciate that you could cite this work:
FeAture Explorer (FAE): A tool for developing and comparing radiomics models. PLoS One. 2020. DOI: https://doi.org/10.1371/journal.pone.0237587
* The released Windows64 version depends on VC_redist.x64 and OpenSSL
* The Video: https://www.bilibili.com/video/BV1J14y1i73p
Since the limited by the filesize, the new release could be found in
https://pan.baidu.com/s/1xI0ArW_V-_36uIqxIuaNfA?pwd=w6t7
password: w6t7
Features
- Radiomics Feature Extraction
- Model Development