Machine learning and patient-reported outcomes for longitudinal monitoring of disease progression in metastatic breast cancer: a multicenter, retrospective analysis

Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries

Hyuna Sung, Jacques Ferlay, Rebecca L. Siegel et al. · CA A Cancer Journal for Clinicians · 2021 · 112.5K citations · Full text

Medicine, Oncology, Cancer Epidemiology +16

Regularization Paths for Generalized Linear Models via Coordinate Descent

Jerome H. Friedman, Trevor Hastie, Robert Tibshirani · Journal of Statistical Software · 2010 · 17.1K citations · Full text

Natural Sciences, Computer Science, Mathematics +17

A General Coefficient of Similarity and Some of Its Properties

J. C. Gower · Biometrics · 1971 · 5.2K citations

Computing, Computer Science, Computational Geometry +14

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

THE LASSO METHOD FOR VARIABLE SELECTION IN THE COX MODEL

Robert Tibshirani · Statistics in Medicine · 1997 · 4.3K citations

Public Health, Biostatistics, Epidemiologic Methods +14