Kulanganya Buyumu‐yumu Bwabana (KBB) - LeoLedesma237/LeoWebsite GitHub Wiki
Overview
This following page is to slowly organize the pages dedicated to KBB related work.
Protocols
- dry-EEG data collection protocol: KBB Dry-EEG Data Collection Protocol
- Most behavioral data is collected by tablets and then uploaded to KoboToolBox (cloud)
- A Script can then be used to download the data directly from KoboToolBox to a TIMES computer
- These data are then scored or preprocessed for additionally cleaning that requires manual inspection (screener data)
- The following behavioral data are not available through KoboToolBox:
- Auditory Attention
- Response Set
- Narrative Task
- Receptive Vocabulary is in KoboToolBox, but is unable to be downloaded automatically due to conflicting versions in the questionnaire
- Additionally, EEG and Genetic data are not saved on KoboToolBox
- The master script above is automatically ran on Sunday night at 1:00 AM CST
Screening
This section covers all of the scripts used to get through the screening scoring process. The WorkFlow Part 2 script calls several of the scripts above, thus you can start at that code and go from there.
-
A general summary of the scripts below and what they are doing:
-
In depth CFM2-4 and Birbeck Epilepsy Scoring: KBB CFM2-4 and Birbeck Scoring
-
In depth CFM5-17 and Birbeck Epilepsy Scoring: KBB CFM5-17 and Birbeck Scoring
-
In depth CFM2-4 and CFM5-17 cleaning before matching: KBB CFM2-4 and CFM5-17 DD Data WorkFlow Part 1
-
Fuzzy Matching HOH IDs for quality control purposes: KBB Fuzzy Matching HOH IDs
-
Manually matching procedure: KBB CFM2-4 and CFM5-17 Matching WorkFlow Part 2
-
Incorrect Tester Error: KBB Screener Tester Error
Physical Data
- Scoring Physical Data: Physical Data Scoring
Resting State
- To learn an overview of rsEEG KBB Resting-state EEG
Mismatch Negativity (MMN)
-
To learn an overview of the MMN KBB MMN
-
To lean more in depth about the creation of the MMN KBB MMN (In depth)
-
To learn about the trigger codes used for the MMN KBB MMN Triggers (PsychoPy)
Continuous Performance Task (CPT)
-
To learn an overview of the CPT KBB CPT
-
To lean more in depth about the creation of the CPT KBB CPT (In depth)
-
To learn about the trigger codes used for the CPT KBB CPT Triggers (PsychoPy)
Final Trigger Codes (MMN & CPT in Zambia)
- The MMN & CPT trigger code used in Zambia KBB MMN & CPT Triggers used in Zambia
Neuroimaging Pilot
Resting-state EEG (Eyes Open and Closed)
-
Preprocessing resting-state EEG data: KBB rsEEG Preprocessing (Manually)
-
Running FFT on the clean rsEEG data: KBB rsEEG FFT
-
Visualizing the rsEEG power spectrum: KBB rsEEG Power Spectrum
Mismatch Negativity (MMN)
-
Preprocessing MMN EEG data: KBB MMN Preprocessing (Manually)
-
Developing the MMN ERPs: KBB Developing MMN ERPs
-
Visualizing the MMN in R: KBB Visualizing the MMN
Identifying EEG Sample
- This is the first attempt to identify who from our recruited subjects is eligible for dry-EEG: KBB dry-EEG Sample Redesign
Creating the Parent Reports
- This is a guide for how the parent reports are constructed: KBB Parent Reports Outlined
Analyses
- Different types of CFM data analyses: KBB Analyzing CFM data