Concepedia

Prediction of pathologic complete response to neoadjuvant chemotherapy using machine learning models in patients with breast cancer

Ji‐Yeon Kim, Eunjoo Jeon, Soonhwan Kwon, Hyungsik Jung, Sunghoon Joo, Youngmin Park, Se Kyung Lee, Seok Jin Nam, Eun Yoon Cho, Yeon Hee Park,

Breast Cancer Research and Treatment · 2021 · 33 citations · 30 references

DOI

Concepts

References

30

Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

Freddie Bray, Jacques Ferlay, Isabelle Soerjomataram et al. · CA A Cancer Journal for Clinicians · 2018 · 87.7K citations · Full text

, , +16

Cancer statistics, 2019

Rebecca L. Siegel, Kimberly D. Miller, Ahmedin Jemal · CA A Cancer Journal for Clinicians · 2019 · 21K citations · Full text

, , +16

A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection

Ron Kohavi · 1995 · 10.7K citations · Full text

, , +13

Practical Bayesian Optimization of Machine Learning Algorithms

Jasper Snoek, Hugo Larochelle, Ryan P. Adams · arXiv (Cornell University) · 2012 · 5.7K citations · Full text

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Definition and Impact of Pathologic Complete Response on Prognosis After Neoadjuvant Chemotherapy in Various Intrinsic Breast Cancer Subtypes

Gϋnter von Minckwitz, Michael Untch, Jens‐Uwe Blohmer et al. · Journal of Clinical Oncology · 2012 · 2.7K citations

, , +15