Texture analysis of 3D dose distributions for predictive modelling of toxicity rates in radiotherapy

Textural Features for Image Classification

Robert M. Haralick, I. Dinstein · IEEE Transactions on Systems Man and Cybernetics · 1973 · 22.5K citations

Computing, Earth Sciences, Computer Vision +16

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration

Karel G.M. Moons, Douglas G. Altman, Johannes B. Reitsma et al. · Annals of Internal Medicine · 2015 · 5.2K citations · Full text

Computing, Biostatistics, Clinical Decision Support +14

Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

Hugo J.W.L. Aerts, Emmanuel Rios Velazquez, Ralph T. H. Leijenaar et al. · Nature Communications · 2014 · 5.1K citations · Full text

Medicine, Oncology, Radiology +17

Internal validation of predictive models

Ewout W. Steyerberg, Frank E. Harrell, Gerard Borsboom et al. · Journal of Clinical Epidemiology · 2001 · 2.6K citations

Computing, Computer Science, Machine Learning +13

Texture analysis using gray level run lengths

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

Computing, Computer Science, Materials Engineering +9