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 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 3 years ago
- Coursework | A Survey-weighted Exploratory Analysis of NHANES data☆11Jul 4, 2024Updated 2 years ago
- Notebook for mental health prediction with different ML algorithms.☆20May 27, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆27Aug 11, 2021Updated 4 years ago
- 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
- This repository should help people that would like to code in R and work with the National Health and Nutrition Examination Survey (NHANE…☆29Oct 20, 2022Updated 3 years ago
- R Shiny application for exploring 20 years of blood pressure data from NHANES☆16Feb 9, 2024Updated 2 years ago
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆44Dec 11, 2020Updated 5 years ago
- Depression study through EEG data☆27Dec 18, 2021Updated 4 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
- Bachelor Thesis - Deep Learning-based Multi-modal Depression Estimation☆87Apr 29, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The effect of metabolic traits on oral and oropharyngeal cancer risk: a Mendelian randomization analysis☆12Apr 19, 2023Updated 3 years ago
- 自己使用在linux下使用 grep sed awk sort cut等命令的总结☆10Mar 3, 2017Updated 9 years ago
- R Package for Calculating Healthy Eating Index-2020 (HEI2020), Alternative Healthy Eating Index (AHEI), Dietary Approaches to Stop Hyper…☆167Mar 15, 2026Updated 4 months ago
- ☆23Aug 2, 2024Updated 2 years ago
- ☆12May 11, 2016Updated 10 years ago
- A Graph Convolutional Network Approach for Depression Detection using EEG based Brain Networks☆31Sep 29, 2020Updated 5 years ago
- LI-FPN is an excellent model for depression recognition based on facial expression.☆15Apr 5, 2024Updated 2 years ago
- Global, regional, and national burden of epilepsy, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021☆31Sep 22, 2023Updated 2 years ago
- Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits☆11Jun 2, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Plot Restricted Cubic Splines Curves☆39Apr 19, 2023Updated 3 years ago
- Final Year Project B.Tech CSE | Enhance your reading experience with Read For Speed, where learning meets velocity☆13Apr 29, 2024Updated 2 years ago
- Machine Learning (ML) has changed the way organizations and individuals use data to improve the efficiency of a system. ML algorithms all…☆17Jan 1, 2019Updated 7 years 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
- 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☆39Aug 8, 2023Updated 3 years ago
- Overview of preprocessing and analysis for Anaturk & Patel et al 2021☆10Aug 28, 2023Updated 2 years ago
- Depression Detection from Speech☆37Apr 19, 2017Updated 9 years ago
- Datasets and scripts needed for Introduction to Regression Methods for Public Health Using R☆26Oct 13, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Depression Detection from EEG Signals using DeepCNN☆12Jul 2, 2020Updated 6 years ago
- Detecting Anxiety and Depression using facial emotion recognition and speech emotion recognition. Written in pythonPython☆71Jun 17, 2021Updated 5 years ago
- Joinpoint Regression method for Population Dynamics Lab☆31Sep 28, 2022Updated 3 years ago
- R interface for FDA Adverse Event Reporting System☆48Apr 10, 2026Updated 4 months ago
- ☆12Oct 5, 2023Updated 2 years ago
- The first asian machine learning in Jeju Island, South Korea - Project☆74May 2, 2020Updated 6 years ago
- Basic sensitivity analysis of epidemiological results in R: Moved to codeberg.org/dhaine/episensr☆14Apr 18, 2025Updated last year