Pinned Repositories
ABCD-Repronim-ML
ActflowToolbox
The Brain Activity Flow ("Actflow") Toolbox. Tools to quantify the relationship between connectivity and task activity through network simulations and machine learning prediction. Helps determine how connections contribute to specific brain functions.
Affective-theory-of-mind-impairments-underlying-callous-unemotional-traits-and-the-role-of-cognitive
Code used to complete analyses for the publication: Affective theory of mind impairments underlying callous-unemotional traits and the role of cognitive control: A pilot study
auto-motion-fmriprep
Automated motion detection using fmriprep confounds
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models and Score-matching Models, a darkhorse in the field of Generative Models
bctpy
brain connectivity toolbox for python
ICPSR-Regression-II-Assignments
For students of ICPSR 2019 and 2020 regression II courses, here are the assignment answers in R code. I also included a function for the McDaniel invariance test mentioned in the text. I intentionally coded in base R for these examples. If you prefer tidyverse or have any questions about how to run in tidyverse feel free to reach out.
Neuroimaging-Python-Scripts
Neuroimaging analysis scripts for netwrok analysis, multimodal imaging, and predictive modeling
resmod
RSFC-hitting-time-matricies
Scripts that use hitting time matricies to derive length of connections betwen a given set of nodes with functoinal MRI data. These scripts are based on Rezaeinia, P., Fairley, K., Pal, P., Meyer, F. G., & Carter, R. M. (2020). Identifying brain network topology changes in task processes and psychiatric disorders. Network Neuroscience, 4(1), 257-273. doi: 10.1162/netn_a_00122
drewwint's Repositories
drewwint/ICPSR-Regression-II-Assignments
For students of ICPSR 2019 and 2020 regression II courses, here are the assignment answers in R code. I also included a function for the McDaniel invariance test mentioned in the text. I intentionally coded in base R for these examples. If you prefer tidyverse or have any questions about how to run in tidyverse feel free to reach out.
drewwint/Neuroimaging-Python-Scripts
Neuroimaging analysis scripts for netwrok analysis, multimodal imaging, and predictive modeling
drewwint/ABCD-Repronim-ML
drewwint/ActflowToolbox
The Brain Activity Flow ("Actflow") Toolbox. Tools to quantify the relationship between connectivity and task activity through network simulations and machine learning prediction. Helps determine how connections contribute to specific brain functions.
drewwint/Affective-theory-of-mind-impairments-underlying-callous-unemotional-traits-and-the-role-of-cognitive
Code used to complete analyses for the publication: Affective theory of mind impairments underlying callous-unemotional traits and the role of cognitive control: A pilot study
drewwint/auto-motion-fmriprep
Automated motion detection using fmriprep confounds
drewwint/Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models and Score-matching Models, a darkhorse in the field of Generative Models
drewwint/bctpy
brain connectivity toolbox for python
drewwint/resmod
drewwint/RSFC-hitting-time-matricies
Scripts that use hitting time matricies to derive length of connections betwen a given set of nodes with functoinal MRI data. These scripts are based on Rezaeinia, P., Fairley, K., Pal, P., Meyer, F. G., & Carter, R. M. (2020). Identifying brain network topology changes in task processes and psychiatric disorders. Network Neuroscience, 4(1), 257-273. doi: 10.1162/netn_a_00122
drewwint/bootstrap
Bootstrap regression in R
drewwint/CPM
drewwint/CU_coulder_supercompute_2023
Materials for CURC Summer Camp 2023
drewwint/Dartbrains_code
drewwint/drewEwinters.site
drewwint/drewwint
drewwint/dyconnmap
A dynamic connectome mapping module in python.
drewwint/gimme
Group Iterative Multiple Model Estimation - R version
drewwint/Introduction-to-R
April 2022 Presentation introducing R to medical students on the reserach track at Anschutz Medical Campus
drewwint/MUD_study
drewwint/neuroparc
drewwint/nipype-beginner-s-guide
Beginner's guide for Nipype
drewwint/psy535_dev_neuro_2024
drewwint/PsychRNN
drewwint/pub_CPM_emp_LPE
Code used for analysis of data for the publication "Connectome-based predictive modeling of empathy in adolescents with and without the low-prosocial emotion spedifier"
drewwint/pub_prosocial_DDM
drewwint/publication_latent-EF_and_brain_in_conduct_CU_traits
See preregistration titled "Executive functioning and underlying brain correlates associated with adolescent conduct and callous-unemotional traits" at https://osf.io/ha5re
drewwint/Publication_Simulated_Lesions_CU_Traits
This is the repository for a project in progress where we computationally simulated lesions across individual-level functoinal connectoms in relation to CU traits
drewwint/Quant-Family-Collective-fMRI-stats
Materials to teach an introduction to fMRI statistics to the Quant Family Collective.
drewwint/simsem
Package for simulating data for structural equation modeling