Healthcare

Below are some use cases of Isalos Analytics Platform in healthcare applications. Each case study is accompanied by:

• A Manual User Guide report, providing a detailed, step-by-step description of the methodology and results, and
• the corresponding Isalos workflow file, enabling full reproducibility and hands-on execution of the analysis within the platform.

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Curve Fitting

Johns Hopkins University (Exponential Growth)

• Isalos workflow
• Report

Physical Performance Across the Adult Life Span (Polynomial Models - Order 2)

• Isalos workflow
• Report

Regression

Bodyfat

• Isalos workflow
• Report

Life Expectancy

• Isalos workflow
• Report

Classification

Breast Cancer

• Isalos workflow
• Report

Parkinson’s Disease

• Isalos workflow
• Report

Pima Indians Diabetes

• Isalos workflow
• Report

Heart Disease

• Isalos workflow
• Report

ANOVA

BMI Measurement (Factorial ANOVA)

• Isalos workflow
• Report

Predicting Chronic Disease Risk (MANCOVA)

• Isalos workflow
• Report

Heart Failure Prediction (MANCOVA)

• Isalos workflow
• Report

Parkinson’s Disease (ANCOVA)

• Isalos workflow
• Report