Medical Risk Prediction Models

Medical Risk Prediction Models

With Ties to Machine Learning

Gerds, Thomas A.; Kattan, Michael W.

Taylor & Francis Ltd

02/2021

290

Dura

Inglês

9781138384477

15 a 20 dias

589

Descrição não disponível.
Software. 2. I am going to make a prediction model. What do I need to know? 3. Regression model. 4. How should I prepare for modeling? 5. I am ready to build a prediction model. 7. Does my model predict accurately? 7. How do I decide between rival models? 8. Can't the computer just take care of all of this? 9. Things you might have expected in our book.
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Prediction Time Horizon;Risk Prediction Model;competing-risks;Brier Score;discrimination;Cox Regression Model;modeling;OHSS;cross-validation;Regression Model;censored-data;Predictor Variables;calibration;Super Learner;predictive analytics;Learning Dataset;medical risk prediction;Prediction Performance;Cox regression models;Null Model;calibration plot;Random Forest;machine learning;Statistical Prediction Model;Antral Follicle Count;Continuous Predictor Variables;Predicted Risks;Landmark Time Point;Free PSA;Roc Curve;Regular Bootstrap;High AUC;Multiple Imputation Analysis;Complete Case Analysis;IDI;NRI