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@MCTFR-neuro @InsightDSHD-NYBOS @neurotype

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sjburwell/README.md

Scott Burwell, PhD 🦭

Product, data science, and clinical innovation leader

I build and translate data-driven systems at the intersection of neuroscience, machine learning, and regulated healthcare—taking ideas from research through real-world deployment.

What I Do 🚀

  • Lead 0→1 development of ML-enabled clinical and research tools
  • Design and validate signal-processing & modeling pipelines (EEG, ERP, imaging)
  • Bridge research, product, regulatory, and clinical stakeholders

Domains 🧠

  • Applied ML, AI & signal processing
  • Neurotech & digital health
  • Clinical research translation
  • Regulated product development (NIH / FDA-facing)

Other Connections 🔗

LinkedIn | ResearchGate | Neurotype Inc.

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  1. fmriprep_denoising fmriprep_denoising Public

    Scripts for comparing different fmriprep denoising approaches on quality control functional connectivity (QC-FC) motion, QC-FC distance-dependence, and temporal degree of freedom loss.

    Python 15 3

  2. eeg_commander eeg_commander Public

    MATLAB pipeline for easy-to-program automated pre-processing of electroencephalogram (EEG) data using independent component analysis and statistically-robust detection of artifacts.

    MATLAB 6 2

  3. rerp rerp Public

    Compute regression event-related potentials ("rERPs") which account for hypothetical overlap among brain processes accompanying temporally adjacent cognitive events (e.g., stimulus and response).

    MATLAB 1

  4. craigsavvy craigsavvy Public

    Using Python to scrape craigslist apartment listings, incorporate geodata (e.g., median household income, age demographics) and predict rental prices using ridge regression and random forest.

    Jupyter Notebook 1

  5. rsfmri_tools rsfmri_tools Public

    This repository contains Python and MATLAB tools for conducting resting-state functional MRI (rsfMRI) connectivity analyses

    MATLAB 1 1

  6. rotated-heads-oddball rotated-heads-oddball Public

    JavaScript 1 2