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Neuro2022-Consciousness-Classification
Neuro2022-Consciousness-Classification PublicForked 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
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JDST2023-Time-Series-Data-Augmented-Simulation
JDST2023-Time-Series-Data-Augmented-Simulation PublicForked 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
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KR2024-Time-Series-Causal-Discovery
KR2024-Time-Series-Causal-Discovery PublicCode for Project: "Causal Inference for Time Series Datasets with Partially Overlapping Variables"
Python
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Class-Project-causality-spotify
Class-Project-causality-spotify PublicFor 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
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Class-Project-Music-genere-classification
Class-Project-Music-genere-classification PublicFor 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
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Class-Project-predicting-neurological-outcome
Class-Project-predicting-neurological-outcome PublicIn 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
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