2025 / Healthcare

Stroke Occurrence Prediction and Risk Factor Analysis

ML models for stroke prediction with risk factor analysis and Gradio interface

Primary URL projects/stroke-occurrence-prediction-and-risk-factor-analysis/

Owner Kholipha Ahmmad Al-Amin

Best query match Stroke Occurrence Prediction and Risk Factor Analysis 2025

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Project overview

A complete ML pipeline for predicting stroke occurrence and analyzing risk factors with an interactive Gradio web interface and detailed risk factor correlation studies.

Key capabilities

Interactive Gradio web interface for predictions

Multi-model comparison and selection

Risk factor correlation analysis

Model interpretability with SHAP

Technology stack

Python

Scikit-learn

XGBoost

Pandas

NumPy

Matplotlib

Seaborn

Gradio

Resources

View on GitHub Github

Open resource

Related internal pages

Browse every project page on kholipha-ahmmad-al-amin.equisaas-bd.com Open the interactive homepage project section Download the full portfolio link manifest