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Dashboard Code Repository

An interactive dashboard used to support decision making in the development and evaluation of the BAARD tool.

🔗 https://github.com/BAARD-CAMH/dashboard

Data Analysis Code Repository

All scripts and code utilized in the processing, harmonization, and analysis of multi-modal datasets for the BAARD project.

🔗 https://github.com/BAARD-CAMH/data-analysis

Data Modelling Code Repository

This repository contains scripts for implementing a variety of modelling approaches for the BAARD project.

🔗 https://github.com/BAARD-CAMH/modelling



The Collated Dataset of MRI and other variables:


BAARD_dashboard_230525.html

BAARD Data Wrangling Issues

BAARD Data Wrangling Issues

Variables incorporated:

  • Demographics
  • Clinical scales 
    • MADRS 
    • PHQ9
  • Medication 
    • Start of dose date
    • Adherence 
    • Assignment
  • Remission status
  • Neurocognitive index scores
  • NIH Toolbox
  • Falls
  • Blood
  • Neuroimaging
    • sMRI; Cortical thickness and subcortical volumes 
    • fMRI; Between network and within network connectivity 
    • DWI; probabilistic FA values roi level

Variables remaining:

  • Termination forms
  • Side effects
  • Compare with UBC
  • Psych meds
  • ATHF


The Collated Dataset for Clinical Variables

Note: All clinical data processed and collated by Amber Fedynak.

Path:  /external/rprshnas01/netdata_kcni/dflab/data/BAARD/clinical_master_sheet_v1.0.csv

Variables incorporated into clinical_master_sheet_v1.0.csv

DatasetKey Variables Extracted
Notes

MADRS
  • Date of assessment
  • MADRS score at baseline and Week 10

Used for primary outcome

measurement of depression severity

PHQ-9
  • Date of assessment
  • PHQ-9 score at baseline and biweekly intervals
Supports secondary outcome tracking

Core Variables
  • Age
  • Weight
  • BMI
  • Education level
  • Gender
Demographics and clinical covariates

Randomized Groups

Randomization group assignment (e.g., augmentation vs. switch)

Used to stratify participants in modeling

and analyses


Medication

Aripiprazole augmentation

, Bupropion augmentation

  • Bupriopion Wwitch
  • Parsed by group

    , or Bupropion Switch including adherence

    variables






    files "in progress" for incorporation into clinical_master_sheet_v1.0.csv

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