Publications by Danilo
Network Meta-Analysis of Glutathione Measurements in Schizophrenia Spectrum Disorders
--- title: "Network Meta-Analysis of Glutathione Measurements in Schizophrenia Spectrum Disorders" author: "Danilo Assis Pereira, Ph.D." date: "December 23, 2024" output: html_document: toc: true toc_depth: 3 code_folding: "show" --- Network Meta-Analysis of Glutathione Measurements R Code for Positive Symptom Network # Load requir...
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Meta Regression
1 Introduction This report presents a meta-regression analysis exploring whether age and sex (percentage of male participants) explain variability in effect sizes derived from the provided imaging studies. The effect sizes are correlations related to GSH measures. Given the data available, we can only include mean age and percent male as moderators...
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Meta-Analysis Cognitive Domains
1 Introduction Glutathione (GSH), a key antioxidant, has been increasingly studied in relation to neurocognition and clinical severity in psychosis. Previous evidence suggests that alterations in GSH levels may contribute to cognitive deficits, symptom severity, and overall functional outcomes. This meta-analysis aims to synthesize available correl...
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Meta Analysis
Introduction This document presents a comprehensive meta-analysis of studies investigating the relationship between glutathione measures and clinical outcomes. The analysis includes data from multiple categories: Imaging studies GSHt (total glutathione) studies GSHr (reduced glutathione) studies GSSG (oxidized glutathione) studies I’ve created ...
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Model RAVLT
Modelo RAVLT Introdução O Teste de Aprendizagem Verbal Auditiva de Rey (RAVLT) é amplamente utilizado na avaliação neuropsicológica para medir vários aspectos da memória verbal, incluindo: Memória de curto prazo verbal Aprendizagem auditivo-verbal Memória de longo prazo episódica verbal Interferência proativa e retroativa Reconhecimen...
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Modelo RAVLT
Modelo RAVLT O Teste de Aprendizagem Verbal Auditiva de Rey (RAVLT) é amplamente utilizado na avaliação neuropsicológica para medir vários aspectos da memória verbal, incluindo: Memória de Curto Prazo Verbal Aprendizagem Auditivo-Verbal Memória de Longo Prazo Episódica Verbal Interferência Proativa e Retroativa Reconhecimento vs. Evoca...
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Visual Final Model
Table of contents 1 Introduction 2 Model Components 2.1 Sensory Input Layer 2.1.1 Mathematical Definition 2.1.2 Components 2.2 Semantic Encoding 2.2.1 Bayesian Inference Equation 2.2.2 Example 2.3 Spatial Encoding 2.3.1 Bayesian Inference Equation 2.3.2 Example 2.4 Integration of Semantic and Spatial Information 2.4.1 Joint Posterior 2.4.2...
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VisualModel
Table of contents 1 Introduction 2 Theoretical Foundation 2.1 Hierarchical Bayesian Inference 2.2 Drift-Diffusion Model (DDM) 3 Model Components 3.1 Sensory Input Layer 3.2 Semantic Encoding 3.3 Spatial Encoding 3.4 Integration Layer 4 Decision-Making Layer 4.1 Evidence Accumulation 4.2 Drift Rates 4.2.1 Semantic Decisions 4.2.2 Spatial Deci...
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PD-CRS Conditional Trees
Arvores de decisao condicional library(tidyverse) ## ── Attaching packages ────────────────────────────────── tidyverse 1.3.2.9000 ── ## ✔ ggplot2 3.3.6 ✔ dplyr 1.0.10 ## ✔ tibble 3.1.8 ✔ stringr 1.4.1 ## ✔ tidyr 1.2.1 ✔ forcats ...
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Symbol Digit Modalities Test
Bancos de dados library(tidyverse) library(readxl) # Banco de dados parcial (IBNeuro) parcial <- read_excel("C:/Dropbox/Laboratorio/Carina/SDMT/SDMT_manual_REVISADO_nov2019_FINAL.xlsx", sheet = "NORMAS") parcial <- parcial %>% type.convert() # Banco de dados completo (IBNeuro e FM USP) todos <- read_excel("C:/Dropbox/Laboratorio/Carina/SDM...
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