Tag: Predictive Modeling

Articles and insights tagged with Predictive Modeling.

Uncovering Dietary Patterns to Predict Colorectal Cancer Recurrence: A Data-Driven Approach

A case study on using Latent Profile Analysis and Cox Proportional Hazards modeling to identify pre-diagnosis dietary patterns associated with colorectal cancer recurrence. We navigated complex, high-dimensional health data to deliver clinically relevant insights.

Survival Analysis Latent Profile Analysis Healthcare 3 min read

Predicting Chronic Kidney Disease: A Data-Driven Approach Using Machine Learning

Leveraging machine learning on clinical data to build a robust model for early Chronic Kidney Disease (CKD) detection, improving patient outcomes and potentially reducing healthcare costs.

Python Healthcare CKD Prediction 6 min read

PCOS Prediction Using Machine Learning: A Comprehensive Analysis

Building and evaluating machine learning models to predict Polycystic Ovary Syndrome (PCOS) using clinical and biochemical features, achieving high accuracy for early diagnosis.

Python PCOS Healthcare 5 min read