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…
☆106Mar 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 5 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
- Analysis the association between caffeine intake and gallstones and cholecystectomy among U.S adults☆12Apr 20, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- R package for accessing and analyzing CDC NHANES data☆98Apr 10, 2025Updated last year
- Project for DPA Health Care and Nutrition Analytics☆14Feb 9, 2019Updated 7 years ago
- sharing code for the GBD 2021 anemia paper which will be published in the Lancet Haematology INFR-15310☆12May 17, 2023Updated 3 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 3 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
- A curated list of awesome work on machine learning for mental health applications. Includes topics broadly captured by affective computin…☆128Aug 29, 2020Updated 5 years ago
- nhanesA: R package for browsing and retrieving NHANES data☆74Apr 17, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Joinpoint Regression method for Population Dynamics Lab☆30Sep 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
- Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits☆11Jun 2, 2021Updated 5 years ago
- A collection of example educational and outreach activities using SDSS SciServer☆17Jul 31, 2025Updated 10 months ago
- Global, regional, and national burden of epilepsy, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021☆30Sep 22, 2023Updated 2 years ago
- A single-cell transcriptomic analysis of endometriosis, endometriomas, eutopic endometrial samples and uninvolved ovary tissues highlight…☆18Jan 12, 2023Updated 3 years ago
- This repository contains the reference implementation of the additive autoencoder. The technique is derived and experiments summarized in…☆14Oct 13, 2022Updated 3 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
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Overview of preprocessing and analysis for Anaturk & Patel et al 2021☆10Aug 28, 2023Updated 2 years ago
- HDR UK Gateway Datasets☆31Jun 11, 2025Updated 11 months ago
- Basic sensitivity analysis of epidemiological results in R: Moved to codeberg.org/dhaine/episensr☆14Apr 18, 2025Updated last year
- Being the most common and rapidly growing disease, Diabetes affecting a huge number of people from all span of ages each year that reduce…☆27Mar 24, 2025Updated last year
- ☆12May 20, 2024Updated 2 years ago
- Biological Age Calculations Using Several Biomarker Algorithms☆174Apr 2, 2026Updated 2 months ago
- ☆44Nov 8, 2024Updated last year
- Source code for the paper "Text-based Depression Detection: What Triggers An Alert"☆50Jul 6, 2023Updated 2 years ago
- A Streamlit powered GPT-3 Application that allows you to chat with tabular data. In addition to AI Chart creation, insights are given too…☆79Jun 16, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Repository for R code and data to supplement Statistics for Health Data Science: An Organic Approach☆28Jan 4, 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☆47Apr 10, 2026Updated last month
- user-friendly pipeline for GWAS fine-mapping☆14Mar 9, 2025Updated last year
- The companion repository to Computational Modeling of Infectious Disease by Chris von Csefalvay☆11Dec 15, 2022Updated 3 years ago
- Nested Dichotomy Logistic Regression Models☆10May 27, 2026Updated last week
- Book on Dynamical Systems Approaches to Infectious Disease Epidemiology☆11Nov 30, 2021Updated 4 years ago