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Reproducible survival prediction with seer cancer data

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Appendix a. - study flow diagram ... eod 10 - number of lymph nodes examined. 0. 99. 9.29. 16.35. 79. 0 continuous. eod 10 - positive lymph nodes examined.
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Reproducible Survival Prediction with SEER Cancer DataAppendix A. - Study Flow DiagramPubMed:”SEER” AND”machine learning”N = 11Google Scholar:”Surveillance, Epidemiology,and End Results” AND”machine learning”N = 719N = 672Exclude patents andcitationsN = 47N = 134Exclude headlines that haveno association with SEER,ML, or survival predictionN = 538N = 145N = 140Exclude duplicatesN = 5N = 96Exclude inaccessible, theses,and duplicate contentN = 44N = 61Exclude abstracts that haveno association with SEER,ML, or survival predictionN = 35N = 34Exclude texts that haveno association with SEER,ML, or survival predictionN = 27Figure 3: Inclusion and exclusion criteria for literature review to identify studies applyingmachine learning for survival prediction with SEER cancer data.18Reproducible Survival Prediction with SEER Cancer DataAppendix B. - Model Categories for Literature Review1-NN - 1-nearest neighborANFIS - Adaptive neuro fuzzy inference systemBAG - BaggingBN - Bayesian (belief) network...