Concepedia

Machine learning versus regression for prediction of sporadic pancreatic cancer

Wansu Chen, Botao Zhou, Christie Y. Jeon, Fagen Xie, Yu‐Chen Lin, Rebecca K. Butler, Yichen Zhou, Tiffany Luong, Eva Lustigova, Joseph Pisegna,

Pancreatology · 2023 · 31 citations · 24 references

Open access

Concepts

ComputingData ScienceOncologyMachine LearningPredictive AnalyticsStatistical LearningCancer DiagnosisComputational OncologyMalignant NeoplasmsPancreatic CancerPancreatic DiseasesTumor ClassificationCancer Prognostic ModelingMachine Learning Prediction ModelsPrognostic PredictionPrognostic Tumor ModelingSupervised Tumor Classification

References

24

Regression Models and Life-Tables

D. R. Cox · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1972 · 39.3K citations · Full text

Public Health, Biostatistics, Hazard Identification +16

RANDOM SURVIVAL FORESTS

2008 · 1.3K citations

Public Health, Biostatistics, Cardiology +17

Missing-Data Adjustments in Large Surveys

Roderick J. A. Little · Journal of Business and Economic Statistics · 1988 · 973 citations

Public Health, Public Policy, Econometrics +16

Screening for Pancreatic Cancer

Douglas K Owens, Karina W. Davidson, Alex H. Krist et al. · JAMA · 2019 · 394 citations · Full text

Medicine, Oncology, Preventive Medicine +17

Insights From Advanced Analytics At The Veterans Health Administration

Stephan D. Fihn, Joseph Francis, Carolyn M. Clancy et al. · Health Affairs · 2014 · 369 citations

Computing, Health Informatics, Health Systems +17