Concepedia

Application of a Machine Learning Approach for the Analysis of Clinical and Radiomic Features of Pretreatment [18F]-FDG PET/CT to Predict Prognosis of Patients with Endometrial Cancer

Masatoyo Nakajo, Megumi Jinguji, Atsushi Tani, Hidehiko Kikuno, Daisuke Hirahara, Shinichi Togami, Hiroaki Kobayashi, Takashi Yoshiura

Molecular Imaging and Biology · 2021 · 38 citations · 37 references

DOI

Concepts

References

37

Random Forests

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

Global cancer statistics

Ahmedin Jemal, Freddie Bray, Jacques Ferlay et al. · CA A Cancer Journal for Clinicians · 2011 · 55K citations · Full text

, , +15

Adjusting batch effects in microarray expression data using empirical Bayes methods

W. Evan Johnson, Cheng Li, Ariel Rabinovic · Biostatistics · 2006 · 9.1K citations · Full text

, , +12

Radiomics: Images Are More than Pictures, They Are Data

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

, , +17

Texture analysis using gray level run lengths

Mary M. Galloway · Computer Graphics and Image Processing · 1975 · 2.1K citations

, , +9