Comparison of supervised machine learning classification techniques in prediction of locoregional recurrences in early oral tongue cancer

Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation

David Powers · arXiv (Cornell University) · 2020 · 4.4K citations · Full text

Computing, Computer Science, Data Science +16

Head and neck cancers—major changes in the American Joint Committee on cancer eighth edition cancer staging manual

William M. Lydiatt, Snehal G. Patel, Brian O’Sullivan et al. · CA A Cancer Journal for Clinicians · 2017 · 1.7K citations · Full text

Medicine, Oncology, Otolaryngology +14

Predicting breast cancer survivability: a comparison of three data mining methods

Dursun Delen, Glenn Walker, Amit Kadam · Artificial Intelligence in Medicine · 2004 · 1.2K citations

Computing, Biomedical Informatics, Oncology +14

SMOTE for high-dimensional class-imbalanced data

Rok Blagus, Lara Lusa · BMC Bioinformatics · 2013 · 1.1K citations · Full text

Computing, Computer Science, Data Mining +15

Breast cancer diagnosis based on feature extraction using a hybrid of K-means and support vector machine algorithms

Bichen Zheng, Sang Won Yoon, Sarah S. Lam · Expert Systems with Applications · 2013 · 550 citations

Computing, Biomedical Informatics, Oncology +14