Concepedia

Investigating rectal toxicity associated dosimetric features with deformable accumulated rectal surface dose maps for cervical cancer radiotherapy

Jiawei Chen, Haibin Chen, Zichun Zhong, Zhuoyu Wang, Brian Hrycushko, Linghong Zhou, Steve Jiang, Kevin Albuquerque, Xuejun Gu, Xin Zhen

Radiation Oncology · 2018 · 37 citations · 43 references

DOIFull text

Open access

Abstract

Our extensive experimental results have demonstrated the feasibility of the proposed scheme. A future large patient cohort study is still needed for model validation.

References

43

Support-Vector Networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 31.8K 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 · 29.6K citations · Full text

ADASYN: Adaptive synthetic sampling approach for imbalanced learning

Haibo He, Yang Bai, Edwardo A. Garcia et al. · 2008 · 4.3K citations

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Feature selection: evaluation, application, and small sample performance

Anil K. Jain, Douglas E. Zongker · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1997 · 2.2K citations

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Recommendations from gynaecological (GYN) GEC ESTRO working group (II): Concepts and terms in 3D image-based treatment planning in cervix cancer brachytherapy—3D dose volume parameters and aspects of 3D image-based anatomy, radiation physics, radiobiology

Richard Pötter, Christine Haie-Méder, Erik Van Limbergen et al. · Radiotherapy and Oncology · 2006 · 1.6K citations

, , +15