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Case Studies

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Improving veterinary care with data-driven insights

Improving veterinary care with data-driven insights

Improving veterinary care with data-driven insights

How AI is transforming early cancer detection and personalized pet care

How AI is transforming early cancer detection and personalized pet care

Lymphoma Prediction

Personalized treatment

Scalable solution

Global application

The challenge

The challenge

Driving personalized pet healthcare through asynchronous data

Driving personalized pet healthcare through asynchronous data

The pet care industry is under growing pressure to deliver personalized, effective treatments due to the wide variety of breeds and health conditions. With multiple dog and cat breeds, accurate and comprehensive data is essential, driving the demand for innovative solutions that leverage asynchronous pet data for improved healthcare outcomes.

Key challenges

  • Personalized care requires analyzing unique symptoms

  • Breed diversity complicates therapy response

  • Cancer drug dosage impacts life expectancy

The solution

AI-driven solution for personalized pet oncology

AI-driven solution for personalized pet oncology

Oncology research

Analyzed pet oncology studies

Gathered critical treatment insights

Identified key factors in feline lymphoma

Predictive AI algorithms

Developed treatment recommendation system

Applied advanced machine learning models

Personalized care for each pet

Implementation approach

Implementation approach

1

Pet360

  • Centralized pet data

  • Captures health, prescriptions, diagnostics

  • Enables comprehensive analysis

2

Survival analysis

  • Kaplan-Meier curves

  • Predicts survival duration

  • Assesses treatment effectiveness

3

Lymphoma prediction

  • CatBoost algorithm

  • SHAP analysis for key drivers

  • Uses multiple features for prediction

The impact

The impact

Comprehensive insights for enhanced treatment effectiveness

Comprehensive insights for enhanced treatment effectiveness

Predict lymphoma occurrence

Assess treatment effectiveness

Generate personalized survival predictions

Looking ahead

Looking ahead

Expanding reach

  • Broaden the solution to include more species

Data integration

  • Integrate new health data for better insights

Enhanced predictions

  • Continuously improve treatment predictions and outcomes

All rights reserved © 2025 Fractal Analytics Inc.

Registered Office:

Level 7, Commerz II, International Business Park, Oberoi Garden City,Off. W. E.Highway, Goregaon (E), Mumbai City, Mumbai, Maharashtra, India, 400063

CIN : U72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8

All rights reserved © 2025 Fractal Analytics Inc.

Registered Office:

Level 7, Commerz II, International Business Park, Oberoi Garden City,Off. W. E.Highway, Goregaon (E), Mumbai City, Mumbai, Maharashtra, India, 400063

CIN : U72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8

All rights reserved © 2025 Fractal Analytics Inc.

Registered Office:

Level 7, Commerz II, International Business Park, Oberoi Garden City,Off. W. E.Highway, Goregaon (E), Mumbai City, Mumbai, Maharashtra, India, 400063

CIN : U72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8