# Integration and relative value of biomarkers for prediction of MCI to AD progression: Spatial patterns of brain atrophy, cognitive scores, APOE genotype and CSF biomarkers

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/integration-and-relative-value-of-biomarkers-for-prediction-of-mci-to-ad/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Xiao Da,Jon B. Toledo,Jarcy Zee,David A. Wolk,Sharon X. Xie,Yangming Ou,Amanda Shacklett,Paraskevi Parmpi,Leslie M. Shaw,John Q. Trojanowski,Christos Davatzikos |
| Citations | 137 |
| DOI | 10.1016/j.nicl.2013.11.010 |
| Fields | Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.sciencedirect.com/science/article/pii/S2213158213001587/pdf |
| OpenAlex ID | https://openalex.org/W2009110843 |
| PMID | 24371799 |
| Type | article |
| Year | 2013 |

## Paper authors

- [Jarcy Zee](https://scholariq.org/researchers/jarcy-zee/)

## Paper journal

- [NeuroImage Clinical](https://scholariq.org/journals/neuroimage-clinical/)

## Paper primary topic

- [Dementia and Cognitive Impairment Research](https://scholariq.org/topics/dementia-and-cognitive-impairment-research/)

## Paper topics

- [Dementia and Cognitive Impairment Research](https://scholariq.org/topics/dementia-and-cognitive-impairment-research/)
- [Alzheimer's disease research and treatments](https://scholariq.org/topics/alzheimer-s-disease-research-and-treatments/)
- [Advanced Neuroimaging Techniques and Applications](https://scholariq.org/topics/advanced-neuroimaging-techniques-and-applications/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.