Ensemble Learning for Higher Diagnostic Precision in Schizophrenia Using Peripheral Blood Gene Expression Profile.

Vipul Vilas Wagh Tanvi Kottat Suchita Agrawal Shruti Purohit Tejaswini Arun Pachpor Leelavati Narlikar Vasudeo P Paralikar Satyajeet Pramod Khare

Published in: Neuropsychiatric disease and treatment (2024)

In summary, this study developed robust models for higher diagnostic precision in psychiatric disorders. Future efforts will be directed towards multi-omic integration and developing "explainable" diagnostic models.

Keyphrases

gene expression
peripheral blood
bipolar disorder
dna methylation
machine learning
current status
quality improvement
convolutional neural network