Concepedia

Unsupervised machine learning of radiomic features for predicting treatment response and overall survival of early stage non-small cell lung cancer patients treated with stereotactic body radiation therapy

Hongming Li, Maya Galperin-Aizenberg, Daniel A. Pryma, Charles B. Simone, Yong Fan

Radiotherapy and Oncology · 2018 · 99 citations · 36 references

Open access

References

36

Nonparametric Estimation from Incomplete Observations

Edward L. Kaplan, Paul Meier · Journal of the American Statistical Association · 1958 · 39.1K citations

Public Health, Biostatistics, Mathematics +10

Statistical Comparisons of Classifiers over Multiple Data Sets

Janez Demšar · 2006 · 11.2K citations

Computing, Computer Science, Data Science +17

Analysis of a complex of statistical variables into principal components.

H. Hotelling · Journal of Educational Psychology · 1933 · 9.5K citations

Natural Sciences, Biostatistics, Statistical Modeling +12

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

Evaluation of survival data and two new rank order statistics arising in its consideration.

Nathan Mantel · PubMed · 1966 · 7.6K citations

Public Health, Biostatistics, Survival Analysis +11