Research Publications

Mathematical algorithms for environmental health and pediatric diabetes research by Kate D, Senior Researcher & R&D Scientist. Feel free to add any research or suggestions to support such concept

Publication

Novel Mathematical Algorithm Integrating GAN for Constrained Sampling in Pediatric Diabetes Datasets: Detecting Early Traces Amid Environmental Constraints

This repository contains the complete publication including:

• Abstract and Introduction
• Literature Review and Comparative Analysis
• Proposed Mathematical Algorithm (PCC-GAN-EDD)
• Implementation Code
• Statistical Model Examples
• Application and Justification

GitHub Pages Setup

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1. Push this repository to GitHub
2. Go to your repository settings
3. Navigate to "Pages" in the left sidebar
4. Under "Source", select "Deploy from a branch"
5. Choose "main" branch and "/ (root)" folder
6. Click "Save"

Your publication will be available at: https://yourusername.github.io/research-publications

Files

• index.html - Main publication page
• styles.css - Styling for the publication
• script.js - Interactive functionality
• README.md - This file

Research Focus

The publication presents a unique hybrid algorithm combining Constrained Pollution-Integrated Sampling Optimization (CPISO) with a novel Generative Adversarial Network (GAN) framework for early diabetes detection in pediatric populations under environmental constraints.