Scripts used to extract and transform clinical diagnosis and medication data, which then feed into statistical / machine learning models to predict health outcomes.
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Updated
Jul 25, 2023 - Python
Scripts used to extract and transform clinical diagnosis and medication data, which then feed into statistical / machine learning models to predict health outcomes.
Calculate your body stats to the national average.
In this project I build an anemia prediction application using Machine Learning and got an significant accuracy, precision and recall score after hyperparameter tuning.
Partial subset of a bigger repository. This only contains the general data that are recorded daily and downloaded from Garmin Connect.
This repository contains assignments and codes from the classes taken in Winter'21.
PIP is a recursive multicipher for medicals' documents and patients' chart verifying throught SHA-512-Vegenér algorithms embed in rookie ICD-11 and patient's IDs for hashing generation.
a prototype blockchain for storing health data privately in a distributed manner
Objective, create an intuitive and user-friendly web-based application for visualizing and exploring NHANES data. This dashboard will enable users, including those with limited or no Python programming experience, to interact with NHANES data and generate informative visualizations to gain insights into various health-related aspects.
Exploration and analysis of data from DATASUS on the availability of hospital beds in brazilian municipalities
Download and import Brazilian DATASUS's public data to a DuckDB database
Scripts para hacer scraping paginas relacionadas a prescripción, medicamentos y terminologia farmaceutica
Python-based ETL-Scripts to transform tabular source data into the interoperable openEHR-Format using (Excel-)Mappings and CLI.
Vigor is a tool created to understand and investigate the ethical implications of releasing your health and fitness data. Using predictive analytics, Vigor can predict cardiovascular disease, hypertension, metabolic syndrome, and type II diabetes based on simple vitals. Vigor also has features related to customized health data generation, and di…
DATASUS data files downloader
MusicPsychologyToolbox
The NHANES Data 'API' is a Python tool that simplifies access to the National Health and Nutrition Examination Survey (NHANES) dataset. This project provides an easy-to-use API to retrieve NHANES data, helping researchers, data scientists, health professionals, and other stakeholders access these valuable datasets.
The Anonymous Synthesizer for Health Data
Engenharia de análises para os indicadores da plataforma Impulso Saúde Mental
Deep learning for personalized interpretability for compositional health data
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