Introduction
Materials and methods
Participants
Data acquisition
Image preprocessing
Extraction of regional time series and construction of functional connectivity network
Deep-learning analysis
Results
Demographic information
Demographics, mean (SD) | EOS
n = 37 | Control
n = 30 |
p value |
---|---|---|---|
Age (year) | 15.5 (1.8) | 15.3 (1.6) | 0.57a
|
Gender (male/female) | 20/17 | 13/17 | 0.53b
|
Education (years) | 8.5 (1.48) | 8.7 (1.42) | 0.605a
|
Duration of psychosis (months) | 16.0 (14.4) | – | – |
Handedness (right/left) | 37/0 | 30/0 | – |
PANSS positive symptoms | 20.42 (5.72) | – | – |
PANSS negative symptoms | 20.91 (8.41) | – | – |
PANSS general symptoms | 33.28 (6.69) | – | – |
PANSS total symptoms | 74.62 (10.61) | – | – |
Performance of deep-learning
Classification | Sensitivity | Specificity |
p value (permuted) |
---|---|---|---|
79.3% | 87.4% | 82.2% | < 0.05 |