A Guide to Outcome Modeling in Radiotherapy and Oncology
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Published By CRC Press

9780429452659

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Data driven approaches I: conventional statistical inference methods, including linear and logistic regression

A Guide to Outcome Modeling in Radiotherapy and Oncology ◽

10.1201/9780429452659-8 ◽

2018 ◽

pp. 85-127

Author(s):

Tiziana Rancati ◽

Claudio Fiorino

Keyword(s):

Logistic Regression ◽

Statistical Inference ◽

Data Driven ◽

Inference Methods

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Dosimetric data

A Guide to Outcome Modeling in Radiotherapy and Oncology ◽

10.1201/9780429452659-4 ◽

2018 ◽

pp. 33-45

Author(s):

Issam El Naqa ◽

Randall K. Ten Haken

Keyword(s):

Dosimetric Data

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Clinical data in outcome models

A Guide to Outcome Modeling in Radiotherapy and Oncology ◽

10.1201/9780429452659-2 ◽

2018 ◽

pp. 13-23

Author(s):

Nicholas J. DeNunzio ◽

Sarah L. Kerns ◽

Michael T. Milano

Keyword(s):

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Data driven approaches II: Machine Learning

A Guide to Outcome Modeling in Radiotherapy and Oncology ◽

10.1201/9780429452659-9 ◽

2018 ◽

pp. 129-143

Author(s):

Sarah Gulliford

Keyword(s):

Machine Learning ◽

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Multi-scale modeling approaches: application in chemo– and immuno–therapies

A Guide to Outcome Modeling in Radiotherapy and Oncology ◽

10.1201/9780429452659-11 ◽

2018 ◽

pp. 181-194

Author(s):

Issam El Naqa

Keyword(s):

Multi Scale ◽

Modeling Approaches ◽

Scale Modeling ◽

Multi Scale Modeling

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Introduction to data sources and outcome models

A Guide to Outcome Modeling in Radiotherapy and Oncology ◽

10.1201/9780429452659-1 ◽

2018 ◽

pp. 3-11

Author(s):

Issam El Naqa ◽

Randall K. Ten Haken

Keyword(s):

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Imaging data: Radiomics

A Guide to Outcome Modeling in Radiotherapy and Oncology ◽

10.1201/9780429452659-3 ◽

2018 ◽

pp. 25-31

Author(s):

Issam El Naqa

Keyword(s):

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Outcome modeling in Particle therapy

A Guide to Outcome Modeling in Radiotherapy and Oncology ◽

10.1201/9780429452659-14 ◽

2018 ◽

pp. 235-257

Author(s):

J. Schuemann ◽

A.L. McNamara ◽

C. Grassberger

Keyword(s):

Particle Therapy

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Stochastic multi-scale modeling of biological effects induced by ionizing radiation

A Guide to Outcome Modeling in Radiotherapy and Oncology ◽

10.1201/9780429452659-10 ◽

2018 ◽

pp. 147-180

Author(s):

Werner Friedland ◽

Pavel Kundrat

Keyword(s):

Ionizing Radiation ◽

Biological Effects ◽

Multi Scale ◽

Scale Modeling ◽

Multi Scale Modeling

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Biological data: The use of -omics in outcome models

A Guide to Outcome Modeling in Radiotherapy and Oncology ◽

10.1201/9780429452659-6 ◽

2018 ◽

pp. 53-62

Author(s):

Issam El Naqa ◽

Sarah L. Kerns ◽

James Coates ◽

Yi Luo ◽

Corey Speers ◽

...

Keyword(s):

Biological Data

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