Developed a machine learning model for diabetes prediction, using patient data to provide early risk assessments and improve healthcare outcomes.
-
Updated
Oct 10, 2024 - Jupyter Notebook
#
health-analytics
Here are 17 public repositories matching this topic...
Many institutions recognize the importance of athletes' behaviors across the 24-hour cycle, leading to increased monitoring on and off the field. Institutions often turn to consumer-grade activity monitors that allow for continuous tracking. This repository provides the user with valuable experience for analyzing data from such devices
-
Updated
Oct 2, 2024
Machine learning project to predict obesity risk levels based on lifestyle and demographic data. This project utilizes advanced algorithms like CatBoost, LightGBM, and more to classify individuals into different obesity categories
python
machine-learning
datascience
health-analytics
lightgbm-classifier
catboost-classifier
obesity-prediction
-
Updated
Sep 21, 2024 - Jupyter Notebook
The W4H Integrated Toolkit Repository provides a unified platform for managing, analyzing, and visualizing wearable health data using a suite of open-source tools and frameworks.
open-source
timeseries
time-series
toolkit
geospatial
spatial
health
data-visualization
healthcare
multivariate
data-integration
data-management
real-time-analytics
wearables
health-analytics
wearable-sensors
offline-analytics
w4h
geomts
-
Updated
May 15, 2024 - Python
Statistical study of various health related questions
data-science
r
statistics
linear-regression
probability
histogram
statistical-learning
statistical-analysis
data-analysis
inferential-statistics
central-limit-theorem
boxplots
health-analytics
-
Updated
Nov 20, 2023
Mini Case Study is from Danny Ma's 8 Week SQL Challenge
-
Updated
Nov 2, 2023 - Jupyter Notebook
Data analysis of concerning prevalence of heart disease and stroke given various health variables, such as Age, Smoking habits, Weight, among others.
python
data
random-forest
heatmap
health
classification
health-data
cluster-analysis
oversampling
logistic-regression-algorithm
undersampling
health-analytics
data-analysis-python
conditional-entropy
log-odds-ratio
-
Updated
May 16, 2023 - Jupyter Notebook
In this notebook, we're going to analyse the data that made Semmelweis discover the importance of handwashing. Let's start by looking at the data that made Semmelweis realize that something was wrong with the procedures at Vienna General Hospital.
python
data-visualisation
data-analysis
data-manipulation
health-analytics
probability-and-statistics
case-study-analysis
-
Updated
Mar 14, 2023 - Jupyter Notebook
The swiss army knife for discharge abstract database (DAD).
-
Updated
Jan 30, 2023 - Jupyter Notebook
Milestone 2 project - Electronic Health Record Analysis and ICD Code Prediction
bigquery
data-science
big-data
google-cloud
data-visualization
data-structures
supervised-learning
topic-modeling
big
unsupervised-learning
big-data-analytics
health-analytics
-
Updated
Jan 6, 2023 - Jupyter Notebook
A SAS analysis project on cardiovascular disease data
-
Updated
Oct 3, 2022 - SAS
MortalityMinder: an R-based, multi-view interactive presentation examining county-level factors associated with midlife mortality trends.
-
Updated
Jun 15, 2022 - HTML
Data analysis focusing on health problems
-
Updated
May 23, 2021 - R
The app helps to analyze correlation between various weather parameters and symmetry of electrocardiographic T-wave
-
Updated
Feb 19, 2019 - Python
Patient Reported Information Multidimensional Exploration (PRIME) is an automated platform to investigate Online Support Group (a.k.a. health forums, online health groups) discussions for investigation of individualised patient behaviours and patient information, over time.
-
Updated
Oct 18, 2018 - Java
FHIR server that transforms QuestionnaireResponses to OHDSI OMOP CDM.
-
Updated
Oct 2, 2018 - Java
Improve this page
Add a description, image, and links to the health-analytics topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the health-analytics topic, visit your repo's landing page and select "manage topics."