Concepedia

Development of a radiomics and machine learning model for predicting occult cervical lymph node metastasis in patients with tongue cancer

Katsumaro Kubo, Daisuke Kawahara, Yuji Murakami, Yuki Takeuchi, Tsuyoshi Katsuta, Nobuki Imano, Ikuno Nishibuchi, A. Saito, Masaru Konishi, Naoya Kakimoto,

Oral Surgery Oral Medicine Oral Pathology and Oral Radiology · 2021 · 36 citations · 28 references

DOIFull text

Open access

Concepts

References

28

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text

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

, , +12

The National Comprehensive Cancer Network

William T. McGivney · Cancer · 1998 · 16.9K citations

, , +15

Computational Radiomics System to Decode the Radiographic Phenotype

Joost J. M. van Griethuysen, Andriy Fedorov, Chintan Parmar et al. · Cancer Research · 2017 · 6.5K citations · Full text

, , +17