Radiomics-based machine-learning method for prediction of distant metastasis from soft-tissue sarcomas

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

Computing, Computer Science, Data Science +12

Learning from Imbalanced Data

Haibo He, Edwardo A. Garcia · IEEE Transactions on Knowledge and Data Engineering · 2009 · 9.7K citations

Computing, Computer Science, Data Science +17

Radiomics: Images Are More than Pictures, They Are Data

Robert J. Gillies, Paul E. Kinahan, Hedvig Hricak · Radiology · 2015 · 8.3K citations

Medicine, Bioinformatics, Biomedical Informatics +17

Long-term results of a prospective randomized trial of adjuvant brachytherapy in soft tissue sarcoma.

Peter W. T. Pisters, L.B. Harrison, Denis H. Y. Leung et al. · Journal of Clinical Oncology · 1996 · 999 citations · Full text

Medicine, Oncology, Radiation Oncology +16

Pulmonary Metastases From Soft Tissue Sarcoma

Kevin G. Billingsley, Michael E. Burt, Ellen Jara et al. · Annals of Surgery · 1999 · 582 citations · Full text

Medicine, Oncology, Surgery +10