YOOSA
Universal Medical Intelligence OS
Proactive Health Intelligence for Patients, Doctors, and Hospitals
AI-powered multi-disease risk detection, clinical-grade biomarker analysis, and precision health insights. Powered by Yoosa-health-ai for transparent, explainable medical intelligence.
Systemic Health Risk Index
AI Confidence: 94%
Your HbA1c level of 6.8% indicates prediabetes. Combined with BMI of 28.5 and elevated lipid markers, we recommend comprehensive metabolic screening and lifestyle modifications.
HbA1c
6.8%
Glucose
125
BMI
28.5
Multi-Disease Risk
Comprehensive analysis
Blood Bank
Connect donors & recipients
NeoCare Pro
Mother & baby care
Transparent AI
Confidence scores
The Problem We're Solving
Healthcare is complex. Early detection saves lives. We make it simple.
of chronic conditions are preventable if detected through proactive biomarker analysis
Late Detection
Most chronic diseases are diagnosed after complications develop, missing the preventive window
Complex Reports
Medical reports with multiple biomarkers are difficult to interpret without clinical expertise
Rising Cases
Chronic diseases affect billions globally with numbers increasing yearly across all demographics
How YOOSA Works
Four powerful modules working together to transform your health journey
DETECT
Comprehensive risk engine analyzing Cardiovascular, Metabolic, Renal, and Respiratory health from vital biomarkers
DIAGNOSE
Multi-modal input supporting PDF/DICOM/Scanned images for CBCs, LFTs, KFTs, Lipid Profiles with clinical correlation views
TALK
Natural voice assistant with clinical transparency, providing AI confidence scores for every suggestion
SUGGEST
Clinical-grade action plans validated for hospital deployment with longitudinal health trend analysis
24/7 AI-Enabled Call Responses
Voice-first health companion powered by advanced AI. Talk naturally about your health concerns anytime, anywhere, in your preferred language.
Voice-First Interface
Natural conversation in Hindi, Telugu, and English with medical context understanding
24/7 Availability
Round-the-clock AI health companion for instant medical guidance and triage
Multilingual Support
Expanding to 10 Indian languages for nationwide accessibility
Instant Triage
AI-powered symptom assessment and emergency detection in real-time
What You Can Do with AI Voice Assistant
Symptom assessment and health queries
Medication reminders and adherence tracking
Lab report explanations in simple language
Emergency detection and hospital routing
Appointment scheduling and follow-ups
Health education and preventive care tips
Open-Source AI Model
Yoosa-health-ai is available on leading AI platforms. Download, fine-tune, and deploy for your healthcare applications.
HuggingFace Model
HuggingFace
Download Yoosa-health-ai model from HuggingFace. Open-source medical AI for multi-disease risk assessment.
Download ModelOpen Source
Free to download and use for research and commercial applications
Multi-Platform
Available on HuggingFace and IndiaAI for easy access
Fine-Tunable
Customize for your specific healthcare use cases
Open Source AI Model
Built on Yoosa-health-ai with advanced optimization. Transparent, explainable, and clinically validated for medical intelligence. Available on HuggingFace and IndiaAI platforms.
Yoosa-health-ai Model Architecture
Mistral 7B v0.3 + Unsloth + Medical Fine-tuning
Advanced AI model optimized for Indian healthcare with 94% clinical accuracy. Trained on 100K+ medical records with transparent confidence scoring.
Model Architecture Visualization
Image: /images/model-architecture.png
Base Model
Yoosa-health-ai
Optimization
Unsloth Fine-tuning
Accuracy
94% Confidence
Training Data
100K+ Medical Records
Transparent Development
Full model architecture and training process openly documented for medical community review
Clinical Validation
Peer-reviewed methodologies and reproducible results for healthcare professional trust
Community Driven
Collaborative improvement with healthcare professionals, researchers, and developers
API Access
Developer-friendly APIs for integration into healthcare systems and research projects
YOOSA Detect — Comprehensive Risk Engine
Multi-disease risk assessment powered by Yoosa-health-ai. Analyze Cardiovascular, Metabolic, Renal, and Respiratory health from vital biomarkers with AI confidence transparency.
Cardiovascular
68%
Metabolic
72%
Renal
45%
Respiratory
38%
AI Confidence Meter
94% ConfidencePowered by Yoosa-health-ai with SHAP explainability. Every prediction includes confidence scores for clinical transparency.
Dynamic Biomarker Analysis
Risk scores adapt based on uploaded data — from basic vitals to comprehensive lab panels.
Clinical Correlation Engine
See how different markers (Vitamin D, Bone Density, Lipids) relate to each other in real-time.
Analyze Your Longitudinal Health Trends
Upload your vital biomarkers and get instant multi-disease risk assessment with AI-powered explanations. Track changes over time and understand your health trajectory.
Cardiovascular risk from BP, Cholesterol, CRP
Metabolic health via HbA1c, Glucose, Insulin
Renal function through Creatinine, eGFR, BUN
Respiratory markers including SpO2, PFT data
⚠️ Clinical Disclaimer: This is NOT a diagnostic tool. YOOSA provides educational risk assessments with AI confidence scores. Always consult healthcare professionals for medical decisions.
YOOSA Diagnose — Multi-Modal Intelligence
Upload medical reports (PDF/DICOM/Scanned images) for AI-powered interpretation. Extract data from CBCs, LFTs, KFTs, Lipid Profiles with clinical correlation views showing how biomarkers relate to each other.
Multi-Modal Input
PDF, DICOM, scanned images — our OCR extracts biomarkers from CBCs, LFTs, KFTs, Lipid Profiles automatically.
Clinical Correlation
See how Vitamin D relates to Bone Density, or how Lipids correlate with Cardiovascular markers in real-time.
AI Confidence Scores
Every interpretation includes confidence levels for clinical transparency. Powered by Yoosa-health-ai.
⚠️ Medical Disclaimer:
YOOSA provides AI-powered interpretations for educational purposes only. This is NOT a substitute for professional medical advice. Always consult your doctor for diagnosis and treatment decisions.
YOOSA Talk
Have a conversation with YOOSA AI. Ask questions about your health, symptoms, or lab results and get spoken responses in real-time.
🎙️ Talk to YOOSA
Your AI Health Assistant
"Ask me about your symptoms, lab values, or health concerns"
Voice Recognition
Speak naturally using your browser's built-in speech recognition. No apps to download, works instantly.
Gemini 2.0 Flash
Powered by Google's latest Gemini AI for fast, accurate health guidance in simple language.
Spoken Responses
Hear YOOSA's responses spoken back to you with natural text-to-speech. Perfect for hands-free interaction.
How it works:
- 1.Click "Start Speaking" and allow microphone access
- 2.Ask your health question naturally
- 3.YOOSA processes with Gemini AI
- 4.Hear the response spoken back to you
⚠️ Disclaimer: YOOSA Talk provides general health information only. Not for medical emergencies or diagnosis. Consult healthcare professionals for medical advice.
3-Year Journey
From patient risk detection to complete Health OS for 1 Billion Indians
Universal Risk Detection — LIVE
- Multi-disease risk detection (Cardiovascular, Metabolic, Renal, Respiratory)
- Lab report interpretation with clinical correlation
- Voice AI in Hindi, Telugu, English
- WhatsApp health triage
- Blood Bank - Connect donors and recipients
- NeoCare Pro - Mother & newborn care hub
- AI confidence transparency built-in
Doctor Dashboard + Proprietary LLM
- Doctor patient risk dashboard
- Proprietary 1B Parameter YOOSA Model
- Multi-disease diagnosis (not just diabetes)
- AI-assisted clinical decision support
- FHIR/HL7 EHR integration
- Target: 100K users, ₹50L ARR
Full Health OS — 1B People
- Complete Universal Medical Intelligence OS
- Hospital Admin AI Voice Agent monitoring
- Offline voice AI for rural India
- Multilingual — 10 Indian languages
- Target: 1M users, ₹5Cr+ ARR
- Made for Bharat. Built for 1 Billion People.
Four Clear Revenue Streams
Sustainable business model serving patients, doctors, hospitals, and developers
B2C Freemium
- Free risk check
- Subscription for Report Analysis
- Insurance Partnerships for preventive risk reduction data
B2B SaaS
- Licensing for clinics to interpret reports faster
- Hospital Admin AI Voice Agent monitoring
- Clinical decision support integration
Insurance Partnerships
- Preventive risk reduction data
- Longitudinal health trend analytics
- Population health insights
API Platform
- Developers pay to use the YOOSA risk engine
- Multi-disease risk assessment API
- Clinical correlation engine access
Growth Trajectory
Year 1
10K Users
₹10L ARR
Year 2
100K Users
₹50L ARR
Year 3
1M Users
₹5Cr+ ARR
Built on Advanced AI Technology
Powered by machine learning and trained on medical datasets for accurate health insights
Health Indicators Analyzed
Risk Assessment Speed
Model Confidence Level
AI Assistant Availability
Technology Stack
AI/ML Models
CatBoost algorithm trained on diabetes risk factors with SHAP explainability
Privacy-First Architecture
All data processed securely with no storage of personal health information
Gemini 2.0 Flash Integration
Google's latest AI for natural language health guidance and report interpretation
Real-Time Processing
Instant risk calculations and voice-based interactions with sub-3-second response
🚀 Currently in Beta — Join Early Access
One Platform. Two Worlds. Complete Privacy.
YOOSA bridges patients and doctors with AI — making healthcare accessible, understandable, and secure
For Patients
- Diabetes & chronic disease risk detection
- Lab report interpretation in plain language
- Personalised diet, lifestyle, treatment plans
- Voice AI in Hindi, Telugu, English
- WhatsApp health triage — no app needed
- 24/7 AI health companion
- Full health history & biomarker tracking
For Doctors
- Patient risk dashboard
- Auto-summarised lab reports
- AI-assisted diagnosis support
- Patient health history at a glance
- Reduce consultation time by 60%
- FHIR/HL7 EHR integration
- Referral and handoff management
Shared Ecosystem
Privacy & Security
- Zero raw data stored
- End-to-end AES-256 encryption
- Patient owns their own data
- Doctor sees only what patient shares
- HIPAA + GDPR compliant
- Role-based access control
- Anonymised AI training only
AI Model (Under Development)
- YOOSA Fine-Tuned Health LLM
- Trained on Indian patient data
- LoRA/PEFT + RAG pipeline
- Personalised to each user over time
- Gets smarter with every interaction
- Multilingual — 10 Indian languages