Click on a topic for more detail.
fMRI
- Analysis of task-based and resting state data in AFNI
- Collection and analysis at 3T and 7T
- Event-related and block designs
- AFNI volume-based and SUMA surface-based analysis
- Non-linear registration in FSL and AFNI
- Freesurfer anatomical structural analysis and ROI identification
- Definition of the bed nucleus of the stria terminalis by hand
- ANTs N4 bias field correction
- Blip-up blip-down distortion correction in AFNI
- Automated fMRI analysis via C shell scripts
- Scripting for parallel processing on super computer in SLURM
ERP, SCR & EMG
- Data collection
- Analysis in the matlab toolboxes, EEGLAB and ERPLAB
- Automated analysis via scripting in EEGLAB and ERPLAB
- Skin-conductance collection and analysis
- EMG collection and analysis
Experimental Design
- Designing cognitive and affective tasks in e-prime
- Event-related, block design, and resting state fMRI
- fMRI stimulus timing optimization using AFNI's RSFgen and 3dDeconvolve
- ERP and behavioral (accuracy and RT) task design
- Use of multiple paradigms
- Instructed emotion regulation
- Implicit association
- Joystick approach/avoidance
- Affective priming
- Change detection
- Attentional blink
- Go/no go
- Threat of shock
- N-back
- Mental fatigue induction
- Novel image task
- Temporal uncertainty task
- Implementation of automated randomization and counter-balancing in e-prime
Statistical Analysis
- SPSS, R, SAS and mplus
- Mixed linear modelling
- Between-subjects, repeated measures and mixed ANOVA
- Regression
- Structural equation modelling
- Correction for multiple comparison in AFNI, SPSS, R and SAS
Manuscript Preparation
- Compiling literature reviews and references
- Writing manuscripts and grant proposals
- Creation of effective, high-resolution data graphics using excel, GIMP, and adobe illustrator
Data Management
- Design and implementation of data backup strategy for ~20 TB of data involving RAID storage and computer networking
- C shell scripting for automated fMRI and EEG data backup