Hazards of data leakage in machine learning: a study on classification of breast cancer using deep neural networks

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]

Authors

Ravi K. Samala

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Heang-Ping Chan

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Lubomir M. Hadjiiski

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Sathvik Koneru

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