Association between MnSOD Activity and Cognitive Impairment in Unmedicated First-Episode Schizophrenia: Regulated by MnSOD Ala-9Val Gene Polymorphism

Abstract The imbalance between pro-oxidants and antioxidants is thought to be responsible for aging and cognitive impairment in many degenerative diseases, including schizophrenia (SZ). As the first antioxidant enzyme to detoxify superoxide radicals in mitochondria, manganese superoxide dismutase (MnSOD) activity Read More …

Comparing Methamphetamine-Induced Psychosis With Positive and Cognitive Symptoms of Schizophrenia: Insights From Genetics, Immunology, Neurobiology, and Brain Imaging Findings

Abstract Psychosis and other symptoms of Schizophrenia (SCZ), predominantly positive symptoms, can be induced by the regular use of methamphetamine (METH), resulting in a diagnosis discourse between SCZ and METH-induced psychosis. Therefore, distinguishing both disorders based on the most prominent Read More …

Hyperparameters and Tuning Methods for Random Forest Using Python Sklearn Package Relevant to Psychology Studies

Abstract Machine learning (ML) is used to create well-functioning prediction models for predicting the prognosis of psychiatric disease or to distinguish the disease from other psychiatric diseases such as distinguishing schizophrenia from methamphetamine addiction. Parameter tuning is necessary to create Read More …