Prediction

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​Psychological Resilience Prediction Model

An Online Calculator based on Epigenetic variations and Neuroimaging data
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Development of a risk-prediction nomogram for low resilience using machine learning models with DNA methylation (DNAm), Gray matter volume (GMV), and Diffusion tensor imaging (DTI) markers.




DNA Methylation

cg18565204
cg17682313
cg07167608
cg03013609


Gray Matter Volume

fusiform (rh)
inferiorparietal (rh)
rostralmiddlefrontal (rh)
temporalpole (rh)
bankssts (lh)
caudalanteriorcingulate (lh)
fusiform (lh)
inferiorparietal (lh)
lingual (lh)
middletemporal (lh)
parahippocampal (lh)
precentral (lh)
rostralmiddlefrontal (lh)

Diffusion Tensor Imaging

CH_L (FA)
CST_L (FA)
Fmaj (FA)
SLF_R (FA)
CH_R (RD)




The data are supported by the Taiwan BIG AIR Team.

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Sheng-Hsiang Lin, Ph.D. 
Laboratory of Genetic Psychiatric Epidemiology and Biostatistics
​Institute of Clinical Medicine
National Cheng Kung University   
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[email protected]  

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Copyright © 2023 Dr. Sheng-Hsiang Lin. All rights reserved.