Diagnosing schizophrenia with network analysis and a machine learning method.

Young Tak JoSung Woo JooSeung-Hyun ShonHarin KimYangsik KimJungsun Lee

Published in: International journal of methods in psychiatric research (2020)

In conclusion, the possibility exists to classify schizophrenia patients and healthy controls using network properties, and we have found that there is a provisional pattern of involved brain regions among patients with schizophrenia.

Keyphrases

network analysis
machine learning
bipolar disorder
end stage renal disease
newly diagnosed
chronic kidney disease
prognostic factors
resting state
multiple sclerosis
functional connectivity
patient reported outcomes
big data
deep learning
blood brain barrier