Sage Research Methods Video: Medicine and Health - Application of Statistical Regularization in Brain Imaging Field

Name: Application of Statistical Regularization in Brain Imaging Field
Uploaded: 2021-09-15
Duration: 12 min 54 s
Description: Jaroslaw Harezlak, PhD, Professor of Epidemiology and Biostatistics, Indiana University School of Public Health, discusses a neuroimaging case study to illustrate the application of statistical regularization in brain imaging.

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Video Type: Case Study

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  Harezlak, J. (Academic). (2021). Application of statistical regularization in brain imaging field [Video]. Sage Research Methods. https://doi.org/10.4135/9781529779455
  
  Harezlak, Jaroslaw. "Application of Statistical Regularization in Brain Imaging Field." In Sage Video. : SAGE Publications, Ltd., 2021. Video, 00:12:54. https://doi.org/10.4135/9781529779455.
  
  Harezlak, J., 2021. Application of Statistical Regularization in Brain Imaging Field, Sage Video. [Streaming Video] London: Sage Publications Ltd. Available at: <https://doi.org/10.4135/9781529779455 & gt; [Accessed 30 Sep 2023].
  
  Harezlak, Jaroslaw. Application of Statistical Regularization in Brain Imaging Field. Online video clip. SAGE Video. London: SAGE Publications, Ltd., 15 Sep 2021. doi: https://doi.org/10.4135/9781529779455. 30 Sep 2023.
  
  Application of Statistical Regularization in Brain Imaging Field [Streaming video]. 2021. doi:10.4135/9781529779455. Accessed 09/30/2023
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Summary
Chapters
Video Info
Supplementary material

Summary

Jaroslaw Harezlak, PhD, Professor of Epidemiology and Biostatistics, Indiana University School of Public Health, discusses a neuroimaging case study to illustrate the application of statistical regularization in brain imaging.

Chapter 1: Jaroslaw Harezlak Introduces the HIV Neuroimaging Case Study
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- Start time: 00:00:00
- End time: 00:05:26
Chapter 2: Jaroslaw Harezlak Discusses How Statistical Regularization Methods Were Applied in the HIV Neuroimaging Case Study
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- Start time: 00:05:27
- End time: 00:08:43
Chapter 3: Jaroslaw Harezlak Discusses the Results of Using Statistical Regularization Methods in the HIV Neuroimaging Case Study
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- Start time: 00:08:44
- End time: 00:12:54

Product: Sage Research Methods Video: Medicine and Health
Type of Content: Case Study
Title: Application of Statistical Regularization in Brain Imaging Field
Publisher: SAGE Publications, Ltd.
Series: Statistical Regularization and Brain Imaging
- Publication year: 2021
- Online pub date: September 15, 2021
Discipline: Medicine
Methods: Clinical research, Regression coefficient, Statistical tests
Duration: 00:12:54
DOI: https://doi.org/10.4135/9781529779455
Keywords:
brain imaging, brain mapping, brain research, case study research, clinical research, connectivity, eigenvalue, regression coefficient, research design, research methodology, research questions, Statistical methods and models
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Academic: Jaroslaw Harezlak

Online ISBN: 9781529779455

Copyright: 2021 SAGE Publications, Ltd.

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  Harezlak, J. (Academic). (2021). Application of statistical regularization in brain imaging field [Video]. Sage Research Methods. https://doi.org/10.4135/9781529779455
  
  Harezlak, Jaroslaw. "Application of Statistical Regularization in Brain Imaging Field." In Sage Video. : SAGE Publications, Ltd., 2021. Video, 00:12:54. https://doi.org/10.4135/9781529779455.
  
  Harezlak, J., 2021. Application of Statistical Regularization in Brain Imaging Field, Sage Video. [Streaming Video] London: Sage Publications Ltd. Available at: <https://doi.org/10.4135/9781529779455 & gt; [Accessed 30 Sep 2023].
  
  Harezlak, Jaroslaw. Application of Statistical Regularization in Brain Imaging Field. Online video clip. SAGE Video. London: SAGE Publications, Ltd., 15 Sep 2021. doi: https://doi.org/10.4135/9781529779455. 30 Sep 2023.
  
  Application of Statistical Regularization in Brain Imaging Field [Streaming video]. 2021. doi:10.4135/9781529779455. Accessed 09/30/2023
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Clinical research

Discover method in the Methods Map

Video Type: Case Study

Transcript

Summary

Chapters

Video Info

Supplementary material

Chapter 1: Jaroslaw Harezlak Introduces the HIV Neuroimaging Case Study

Chapter 2: Jaroslaw Harezlak Discusses How Statistical Regularization Methods Were Applied in the HIV Neuroimaging Case Study

Chapter 3: Jaroslaw Harezlak Discusses the Results of Using Statistical Regularization Methods in the HIV Neuroimaging Case Study

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Application of Statistical Regularization in Brain Imaging Field

Video Type: Case Study

Transcript

Summary

Chapters

Video Info

Supplementary material

Chapter 1: Jaroslaw Harezlak Introduces the HIV Neuroimaging Case Study

Chapter 2: Jaroslaw Harezlak Discusses How Statistical Regularization Methods Were Applied in the HIV Neuroimaging Case Study

Chapter 3: Jaroslaw Harezlak Discusses the Results of Using Statistical Regularization Methods in the HIV Neuroimaging Case Study

Discover method in the Methods Map

Resources

Resources

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