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  1. Neuro2022-Consciousness-Classification Neuro2022-Consciousness-Classification Public

    Forked from health-ai-lab/consciousness-classification

    Code for Neurocritical Care 2022 paper: "Classification of Level of Consciousness in a Neurological ICU Using Physiological Data"

    Python

  2. JDST2023-Time-Series-Data-Augmented-Simulation JDST2023-Time-Series-Data-Augmented-Simulation Public

    Forked from health-ai-lab/Data-Augmented-Simulation

    Code for JDST 2023 paper: "Simulating Realistic Continuous Glucose Monitor Time Series By Data Augmentation" by L.Gomez, A.Toye, R.Hum and S.Kleinberg

    Python

  3. KR2024-Time-Series-Causal-Discovery KR2024-Time-Series-Causal-Discovery Public

    Code for Project: "Causal Inference for Time Series Datasets with Partially Overlapping Variables"

    Python

  4. Class-Project-causality-spotify Class-Project-causality-spotify Public

    For my causal inference class project, I was interested in examining the causal effects of audio features (from Spotify) on higher chart performance (top 50) in the Hot 100 billboard charts

    Jupyter Notebook 1

  5. Class-Project-Music-genere-classification Class-Project-Music-genere-classification Public

    For my ML Final Project, I created a machine learning classification model to distinguish between four genre classes of music using data from SPotify

    Python 3

  6. Class-Project-predicting-neurological-outcome Class-Project-predicting-neurological-outcome Public

    In my health informatics class project, I used publicly available ICU data (MIMIC dataset) to predict the neurological outcomes for patients with brain injuries at discharge

    1