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The book starts with a short introduction to MRI and then examines the process of reading and writing common neuroimaging data formats to and from the R session. The main chapters cover three common MR imaging modalities and their data modeling and analysis problems: functional MRI, diffusion MRI, and Multi-Parameter Mapping. The book concludes with extended appendices providing details of the non-parametric statistics used and the resources for R and MRI [...] book also addresses the issues of reproducibility and topics like data organization and description, as well as open data and open science. It relies solely on a dynamic report generation with knitr and uses neuroimaging data publicly available in data repositories. The PDF was created executing the R code in the chunks and then running LaTeX, which means that almost all figures, numbers, and results were generated while producing the PDF from the sources.
The book starts with a short introduction to MRI and then examines the process of reading and writing common neuroimaging data formats to and from the R session. The main chapters cover three common MR imaging modalities and their data modeling and analysis problems: functional MRI, diffusion MRI, and Multi-Parameter Mapping. The book concludes with extended appendices providing details of the non-parametric statistics used and the resources for R and MRI [...] book also addresses the issues of reproducibility and topics like data organization and description, as well as open data and open science. It relies solely on a dynamic report generation with knitr and uses neuroimaging data publicly available in data repositories. The PDF was created executing the R code in the chunks and then running LaTeX, which means that almost all figures, numbers, and results were generated while producing the PDF from the sources.
| Fachbereich: | Allgemeine Lexika |
|---|---|
| Genre: | Medizin |
| Rubrik: | Wissenschaften |
| Medium: | Taschenbuch |
| ISBN-13: | 9783030291822 |
| ISBN-10: | 3030291820 |
| Sprache: | Englisch |
| Herstellernummer: | 978-3-030-29182-2 |
| Autor: |
Polzehl, Jörg
Tabelow, Karsten |
| Auflage: | 1st ed. 2019 |
| Hersteller: |
Springer
Springer, Berlin Springer International Publishing |
| Verantwortliche Person für die EU: | Springer Heidelberg, Tiergartenstr. 17, D-69121 Heidelberg, buchhandel-buch@springer.com |
| Abbildungen: | XVIII, 231 p. 77 illus., 48 illus. in color. |
| Maße: | 15 x 157 x 272 mm |
| Von/Mit: | Jörg Polzehl (u. a.) |
| Gewicht: | 0,402 kg |
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