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David Davila-Garcia's Projects

cse-158-ca-google-local-predictions icon cse-158-ca-google-local-predictions

In this project we built a Machine Learning Model to predict the ratings of businesses using California Google Local Data (https://cseweb.ucsd.edu/~jmcauley/datasets.html#google_local)

dsc-180b icon dsc-180b

DSC 180B - Capstone Project: Predicting Pulmonary Edema Using Deep Learning and Image Segmentation

dsc170-project icon dsc170-project

Drive Time Network Analysis of Opioid Overdose Locations in Mesa, Arizona

fair-policing-analysis icon fair-policing-analysis

Analyzing statistics on demographics, complaints, years served, ranks, and salaries of officers of different races and genders in the Chicago Police Department.

mimic-code icon mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

mimic-iv-icu-mortality icon mimic-iv-icu-mortality

Used the MIMIC-IV dataset to build an xgboost model to predict 48-hour ICU mortality based on features from the first 24 hours.

missouri-covid19 icon missouri-covid19

In this project I used the Javascript d3 library to create interactive visualizations of publicly available COVID-19 data in the state of Missouri (https://data.cdc.gov/Case-Surveillance/COVID-19-Case-Surveillance-Public-Use-Data-with-Ge/n8mc-b4w4/data).

torchxrayvision icon torchxrayvision

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

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