Machine Learning in Medicine - Cookbook Two - SpringerBriefs in Statistics
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20

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Published By Springer International Publishing

9783319074122, 9783319074139

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Random Intercept Models for Both Outcome and Predictor Categories (55 Patients)

Machine Learning in Medicine - Cookbook Two - SpringerBriefs in Statistics ◽

10.1007/978-3-319-07413-9_6 ◽

2014 ◽

pp. 37-41

Author(s):

Ton J. Cleophas ◽

Aeilko H. Zwinderman

Keyword(s):

Random Intercept

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Pareto Charts for Identifying the Main Factors of Multifactorial Outcomes

Machine Learning in Medicine - Cookbook Two - SpringerBriefs in Statistics ◽

10.1007/978-3-319-07413-9_16 ◽

2014 ◽

pp. 101-105 ◽

Author(s):

Ton J. Cleophas ◽

Aeilko H. Zwinderman

Keyword(s):

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Item Response Modeling for Analyzing Quality of Life with Better Precision (1,000 Patients)

Machine Learning in Medicine - Cookbook Two - SpringerBriefs in Statistics ◽

10.1007/978-3-319-07413-9_12 ◽

2014 ◽

pp. 75-79

Author(s):

Ton J. Cleophas ◽

Aeilko H. Zwinderman

Keyword(s):

Quality Of Life ◽

Item Response ◽

Item Response Modeling ◽

Response Modeling

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Autoregressive Models for Longitudinal Data (120 Mean Monthly Records of a Population of Diabetic Patients)

Machine Learning in Medicine - Cookbook Two - SpringerBriefs in Statistics ◽

10.1007/978-3-319-07413-9_11 ◽

2014 ◽

pp. 65-71

Author(s):

Ton J. Cleophas ◽

Aeilko H. Zwinderman

Keyword(s):

Longitudinal Data ◽

Autoregressive Models ◽

Diabetic Patients

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Nearest Neighbors for Classifying New Medicines (2 New and 25 Old Opioids)

Machine Learning in Medicine - Cookbook Two - SpringerBriefs in Statistics ◽

10.1007/978-3-319-07413-9_1 ◽

2014 ◽

pp. 3-10

Author(s):

Ton J. Cleophas ◽

Aeilko H. Zwinderman

Keyword(s):

Nearest Neighbors

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Automatic Modeling for Clinical Event Prediction (200 Patients)

Machine Learning in Medicine - Cookbook Two - SpringerBriefs in Statistics ◽

10.1007/978-3-319-07413-9_19 ◽

2014 ◽

pp. 119-127

Author(s):

Ton J. Cleophas ◽

Aeilko H. Zwinderman

Keyword(s):

Clinical Event ◽

Automatic Modeling ◽

Event Prediction

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Survival Studies with Varying Risks of Dying (50 and 60 Patients)

Machine Learning in Medicine - Cookbook Two - SpringerBriefs in Statistics ◽

10.1007/978-3-319-07413-9_13 ◽

2014 ◽

pp. 81-85

Author(s):

Ton J. Cleophas ◽

Aeilko H. Zwinderman

Keyword(s):

Survival Studies

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Radial Basis Neural Networks for Multidimensional Gaussian Data (90 Persons)

Machine Learning in Medicine - Cookbook Two - SpringerBriefs in Statistics ◽

10.1007/978-3-319-07413-9_17 ◽

2014 ◽

pp. 107-110

Author(s):

Ton J. Cleophas ◽

Aeilko H. Zwinderman

Keyword(s):

Neural Networks ◽

Radial Basis Neural Networks ◽

Radial Basis ◽

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Generalized Linear Mixed Models for Outcome Prediction from Mixed Data (20 Patients)

Machine Learning in Medicine - Cookbook Two - SpringerBriefs in Statistics ◽

10.1007/978-3-319-07413-9_9 ◽

2014 ◽

pp. 57-60

Author(s):

Ton J. Cleophas ◽

Aeilko H. Zwinderman

Keyword(s):

Mixed Models ◽

Outcome Prediction ◽

Generalized Linear Mixed Models ◽

Linear Mixed Models ◽

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Polynomial Regression for Outcome Categories (55 Patients)

Machine Learning in Medicine - Cookbook Two - SpringerBriefs in Statistics ◽

10.1007/978-3-319-07413-9_4 ◽

2014 ◽

pp. 23-26

Author(s):

Ton J. Cleophas ◽

Aeilko H. Zwinderman

Keyword(s):

Polynomial Regression

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