Project using machine learning to predict depression using health care data from the CDC NHANES website. A companion dashboard for users to explore the data in this project was created using Streamlit. Written with python using jupyter notebook for the main project flow/analysis and visual studio code for writing custom functions and creating th…
☆107Mar 5, 2021Updated 5 years ago
Alternatives and similar repositories for Predicting-Depression
Users that are interested in Predicting-Depression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- R-script for the publication Testosterone and specific symptoms of depression: Evidence from NHANES 2011–2016, https://doi.org/10.1016/j.…☆19Apr 26, 2021Updated 4 years ago
- An ensemble model for predicting diabetes onset using NHANES Data☆17Sep 27, 2016Updated 9 years ago
- Public repository of R code and data for reproducing the analysis in the companion manuscript titled "Empirical Dietary Patterns Associat…☆14Jun 11, 2023Updated 2 years ago
- Analysis of National Health and Nutrition Examination Survey (NHANES) BMI data in R☆10Oct 13, 2021Updated 4 years ago
- Coursework | A Survey-weighted Exploratory Analysis of NHANES data☆11Jul 4, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Analysis the association between caffeine intake and gallstones and cholecystectomy among U.S adults☆12Apr 20, 2021Updated 4 years ago
- R package for accessing and analyzing CDC NHANES data☆96Apr 10, 2025Updated 11 months ago
- Project for DPA Health Care and Nutrition Analytics☆12Feb 9, 2019Updated 7 years ago
- R Shiny application for exploring 20 years of blood pressure data from NHANES☆15Feb 9, 2024Updated 2 years ago
- Machine Learning Web App - Osteoporosis Prediction☆13May 2, 2023Updated 2 years ago
- This repository includes dietary data from the NHANES 2015-2016 survey in a workable format for researchers. Additional Samples from hype…☆30Mar 28, 2023Updated 3 years ago
- ☆21Mar 3, 2020Updated 6 years ago
- The effect of metabolic traits on oral and oropharyngeal cancer risk: a Mendelian randomization analysis☆12Apr 19, 2023Updated 2 years ago
- R Package for Calculating Healthy Eating Index-2020 (HEI2020), Alternative Healthy Eating Index (AHEI), Dietary Approaches to Stop Hyper…☆161Mar 15, 2026Updated 3 weeks ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- nhanesA: R package for browsing and retrieving NHANES data☆68Feb 23, 2026Updated last month
- Joinpoint Regression method for Population Dynamics Lab☆27Sep 28, 2022Updated 3 years ago
- This project is based on Data-mining and Machine Learning technique using Python and Scikit-learn. It is used to predict Chronic Kidney D…☆17Mar 13, 2018Updated 8 years ago
- Data and scripts for performing a network analysis of Nashville Meetup groups☆12Jul 2, 2018Updated 7 years ago
- A job search engine and site created for the Relevance & Matching Tech community on Slack.☆13Sep 29, 2023Updated 2 years ago
- code companion to manuscript☆14Feb 21, 2024Updated 2 years ago
- Plot Restricted Cubic Splines Curves☆38Apr 19, 2023Updated 2 years ago
- A collection of example educational and outreach activities using SDSS SciServer☆16Jul 31, 2025Updated 8 months ago
- Global, regional, and national burden of epilepsy, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021☆29Sep 22, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- A single-cell transcriptomic analysis of endometriosis, endometriomas, eutopic endometrial samples and uninvolved ovary tissues highlight…☆18Jan 12, 2023Updated 3 years ago
- Machine Learning (ML) has changed the way organizations and individuals use data to improve the efficiency of a system. ML algorithms all…☆15Jan 1, 2019Updated 7 years ago
- global burden of disease☆38Aug 8, 2023Updated 2 years ago
- Datasets and scripts needed for Introduction to Regression Methods for Public Health Using R☆27Oct 13, 2024Updated last year
- Overview of preprocessing and analysis for Anaturk & Patel et al 2021☆10Aug 28, 2023Updated 2 years ago
- 用Python动手学统计学☆34Nov 17, 2021Updated 4 years ago
- HDR UK Gateway Datasets☆31Jun 11, 2025Updated 9 months ago
- Being the most common and rapidly growing disease, Diabetes affecting a huge number of people from all span of ages each year that reduce…☆28Mar 24, 2025Updated last year
- ☆10Jun 29, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- ☆12May 20, 2024Updated last year
- Biological Age Calculations Using Several Biomarker Algorithms☆161Apr 2, 2026Updated last week
- AI application that can classify medical text according to the category of the ailment being described.☆12Apr 7, 2021Updated 5 years ago
- ☆11Mar 23, 2022Updated 4 years ago
- Repository for football analytics.☆10Apr 6, 2023Updated 3 years ago
- 一个强大的Excel编辑器，嵌入在思源笔记中作为插件☆12Dec 13, 2023Updated 2 years ago
- R interface for FDA Adverse Event Reporting System☆44Dec 23, 2025Updated 3 months ago