schizophrenia

AssemblyNet: 3D Whole Brain MRI segmentation pipeline

A mental health quiz app to help individuals check in with themselves.

A web tool for the analysis of cognitive dysfunction in patient journaling during Schizophrenia clinical drug trials

Calculate chlorpromazine-equivalent doses in R

Modular, YAML-configured Python pipeline for multi-scale fMRI functional brain network analysis. Validated on OpenNeuro ds007318 with Schaefer-200 parcellation.

Neurodiversity In Buisness Website

BrainSeq Phase II project lead by LIBD for the BrainSeq Consortium

Python TensorFlow CNN Model trained on EEG signals to classify schizophrenia vs. control, with 98% accuracy in distinguishing neural patterns.

Analysis of regulatory impacts of GWAS SNPs associated with psychiatric disorders and cognitive functioning.

Detection of Schizophrenia using Extreme Learning Machine

Graph Neural Network and Machine Learning Analysis of Functional Neuroimaging for Understanding Schizophrenia

Code implementation of SHRED variants

Integrating machining learning and multi-modal neuroimaging to detect schizophrenia at the level of the individual

Code accompanying the manuscript "Brain gene co-expression networks link complement signaling with convergent synaptic pathology in schizophrenia"

This model can be used to find how many genes are involved in psychiatric disease. To verify the model we have taken the example of schizophrenia.

Investigate the relationship between polygenetic risk genes of schizophrenia and brain connectivity

A pipeline to predict risk genes, implicated cell types and drugs for repurposing based on known risk genes (derived from GWAS) for complex traits.

👨🏻‍👩🏻‍👧🏻‍👦🏻Heritability + genetic correlation analyses for 🧠human brain isoform expression

Classification of schizophrenic patients by applying the wavelet transform to evoked potentials.

This repository contains all codes necessary to reproduce figures and results reported in Stein, Barbosa et al. (Nature Communications, 2020) from the raw data acquired in human behavioral experiments (data included in the repository), and from the relevant model simulations.