Alexej Gossmann, Aria Pezeshk, Berkman Sahiner. Test data reuse for evaluation of adaptive machine learning algorithms: over-fitting to a fixed 'test' dataset and a potential solution. In Robert M. Nishikawa, Frank W. Samuelson, editors, Medical Imaging 2018: Image Perception, Observer Performance, and Technology Assessment, Houston, Texas, United States, 10-15 February 2018. Volume 10577 of SPIE Proceedings, SPIE, 2018. [doi]
@inproceedings{GossmannPS18,
title = {Test data reuse for evaluation of adaptive machine learning algorithms: over-fitting to a fixed 'test' dataset and a potential solution},
author = {Alexej Gossmann and Aria Pezeshk and Berkman Sahiner},
year = {2018},
doi = {10.1117/12.2293818},
url = {https://doi.org/10.1117/12.2293818},
researchr = {https://researchr.org/publication/GossmannPS18},
cites = {0},
citedby = {0},
booktitle = {Medical Imaging 2018: Image Perception, Observer Performance, and Technology Assessment, Houston, Texas, United States, 10-15 February 2018},
editor = {Robert M. Nishikawa and Frank W. Samuelson},
volume = {10577},
series = {SPIE Proceedings},
publisher = {SPIE},
isbn = {9781510616431},
}