An explainable AI platform that predicts disease and treatment cost, then recommends the best-fit hospital.
TabNet predicts a likely disease from symptoms or an uploaded medical document and estimates approximate treatment cost through a regression head. AHP and TOPSIS then rank nearby hospitals on cost, distance and facilities using Google Maps and Geopy, while SHAP, LIME and counterfactual analysis explain every prediction the system makes.
A patient with symptoms faces two separate unknowns — what is likely wrong, and where they can afford to get it treated. Diagnosis tools ignore cost entirely, and hospital search ignores the diagnosis.
Predict the condition and its likely treatment cost together, then use multi-criteria decision analysis to rank hospitals against that specific need — with every step explained rather than asserted.
TabNet-Based Disease Prediction
Predicts disease from symptoms or uploaded medical documents.
Treatment Cost Estimation
TabNet regression model estimates approximate treatment cost.
Hospital Recommendation
AHP & TOPSIS-based ranking using cost, distance, and facilities via Google Maps/Geopy.
Explainable AI
SHAP, LIME, and counterfactual analysis explain every prediction.
Deep Learning
Decision analysis
Explainability
Application
Symptom intake
Symptoms or a medical document are submitted.
Disease prediction
TabNet predicts the likely condition.
Cost estimation
A regression head estimates treatment cost.
Hospital ranking
AHP and TOPSIS rank hospitals on cost, distance and facilities.
Explanation
SHAP, LIME and counterfactuals justify each output.
Every project is quoted individually, because the price depends on the modules you need, your technology stack, your college's format and your deadline. Send us the project name on WhatsApp and we'll share a quote the same day.
Yes. Share your guide's requirements, preferred technology stack and abstract format, and we adapt the modules, dataset or UI accordingly.
That is the point of the explanation session. We walk you through the architecture, every module, the flow of data and the results, and hand over a viva question bank with answers.
We help you with setup end to end — dependencies, environment, database and configuration — over chat or a call until it runs on your machine.
Yes. Post-delivery support is included, so you can come back for fixes, doubts or demo help even after the project is delivered.
Get complete source code, documentation, PPT, explanation, and support.
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