Identification of Disease-related Spatial Covariance Patterns using Neuroimaging Data

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15.6K Views

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14:27 min

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June 26th, 2013

DOI :

10.3791/50319-v

June 26th, 2013

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Phoebe Spetsieris¹, Yilong Ma¹, Shichun Peng¹, Ji Hyun Ko¹, Vijay Dhawan¹, Chris C. Tang¹, David Eidelberg¹

¹Center for Neurosciences, The Feinstein Institute for Medical Research

Podsumowanie

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Keywords Spatial Covariance Patterns

Neuroimaging Data

Scaled Subprofile Model SSM

Group Invariant Subprofile GIS

PCA

FDG PET

Parkinson s Disease

Disease related Patterns

Network specific Contributions

Differential Diagnosis

Disease Progression

Treatment Effects

Rozdziały w tym wideo

0:05

Title

3:06

Data Collection and Preprocessing

4:34

Perform Multivariate SSM/PCA

8:47

Pattern Biomarker Derivation

10:36

Results: Identification of Disease-related Spatial Covariance Patterns

13:08

Conclusion

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