Chronic Kidney Disorder

chronic kidney disorder

Chronic Kidney Disorder (CKD) is a chronic medical condition characterized by the gradual loss of kidney function. It affects millions of individuals worldwide, making early detection and intervention paramount. The kidneys’ vital role in filtering waste products from the blood makes CKD a severe health concern.

The Challenges

Chronic Kidney Disease (CKD) often goes unnoticed in its early stages, highlighting the need for regular check-ups, especially for those with risk factors.

Common tests like Complete Blood Count, Urinalysis, and Blood tests are crucial for early CKD detection.

PredictEasy’s User-Friendly Model simplifies CKD risk assessment based on specific factors, making it accessible for individuals of varying ages and medical histories.

Data Integration Challenges: Integrating diverse medical data seamlessly into the system requires compatibility across various test formats and data sources.

User-Friendly Interfaces: Ensuring user-friendly interfaces for individuals with different technical skills is crucial for accessibility and efficiency.

Accuracy and Result Interpretation: Achieving high accuracy in predictive models and ensuring clear result interpretation are ongoing challenges, emphasizing the importance of transparent explanations.

What did PredictEasy do

Used for creating machine learning models for chronic kidney disease (CKD) data.

Provides Performance Metrics, SHAP value chart, Feature Importance, and a tool for exploring “What if” scenarios.

Dynamic real-time interface for modifying model inputs and observing resulting outputs. Offers predictions, confidence levels, and detailed explanations for the adjustments made.

Develops an accessible and effective predictive model for assessing CKD risk. Simplifies the process of evaluating an individual’s probability of developing CKD.

Users can easily determine their susceptibility to CKD by inputting specific medical test results into the PredictEasy model.

The Results

CKD Probability Comparison:

Using What-If Simulator, a 45-year-old patient with identical test results as a 30-year-old has a 52% probability of developing CKD, while the younger patient has a 34% chance. Age plays a crucial role in CKD risk assessment.

Impact of Sodium Levels:

Excessive sodium can lead to water retention, causing swelling, high blood pressure, and potential kidney damage. Maintaining sodium levels between 135 and 145 mEq/L is crucial for kidney health.

Potassium and Kidney Health:

Elevated potassium levels, especially in individuals with damaged kidneys, can be life-threatening, affecting the heart's rhythm. Keeping potassium levels between 3.5 and 5.2 mEq/L is essential for kidney patients.

Factors Influencing CKD:

High blood sugar, hypertension, and a family history of diabetes significantly contribute to CKD. Diabetes, driven by prolonged high blood sugar and elevated blood pressure, is the leading cause of CKD, eventually leading to kidney failure. Holistic health management is crucial for predicting and preventing CKD.

case studies

See More Case Studies

Nurse Attrition

Discover effective strategies to combat nurse attrition and build sustainable healthcare teams. Our guide simplifies the complexities, providing actionable insights for fostering a resilient and motivated nursing workforce. Elevate your healthcare practice with practical solutions to enhance team stability and overall success.

Learn more

Obesity in India

Discover effective approaches to tackle and alleviate the obesity crisis in India. PredictEasy simplifies the complexities of this health challenge, providing actionable insights to cultivate a healthier and well-informed community. Empower yourself with practical solutions to enhance well-being and effectively combat obesity.

Learn more

Telecom Churn

Telecom churn is when customers switch or end services due to dissatisfaction, better offers elsewhere, or personal changes. Companies aim to reduce churn by identifying and addressing reasons for customer attrition, as retaining existing customers is cost-effective.

Learn more
Simplifying IT for a complex world.

Lorem ipsum dolor sit amet, consectetur adipiscing elit.


No Code Analytic Platform


Time Series Analysis Platform


Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.

Our Products

PredictEasy Add-on

PredictEasy Enterprise