Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Sathvik Koneru. Hazards of data leakage in machine learning: a study on classification of breast cancer using deep neural networks. In Horst K. Hahn, Maciej A. Mazurowski, editors, Medical Imaging 2020: Computer-Aided Diagnosis, Houston, TX, USA, February 16-19, 2020. Volume 11314 of SPIE Proceedings, SPIE, 2020. [doi]
@inproceedings{SamalaCHK20,
title = {Hazards of data leakage in machine learning: a study on classification of breast cancer using deep neural networks},
author = {Ravi K. Samala and Heang-Ping Chan and Lubomir M. Hadjiiski and Sathvik Koneru},
year = {2020},
doi = {10.1117/12.2549313},
url = {https://doi.org/10.1117/12.2549313},
researchr = {https://researchr.org/publication/SamalaCHK20},
cites = {0},
citedby = {0},
booktitle = {Medical Imaging 2020: Computer-Aided Diagnosis, Houston, TX, USA, February 16-19, 2020},
editor = {Horst K. Hahn and Maciej A. Mazurowski},
volume = {11314},
series = {SPIE Proceedings},
publisher = {SPIE},
isbn = {9781510633964},
}