🤰 PregnancyAI: Predictive Fetal Health & Pregnancy Risk System with ML & Chatbot
ABSTRACT
PregnancyAI is a cutting-edge solution designed to predict fetal health status and pregnancy-related risks using **Machine Learning**, along with intelligent **chatbot assistance** for expectant mothers. By analyzing maternal data, medical history, vital signs, and lab results, PregnancyAI provides timely risk assessments, proactive suggestions, and personalized support—empowering safer pregnancy journeys.
EXISTING SYSTEM
Current prenatal care generally includes:
- Scheduled doctor visits and manual data tracking
- No predictive analytics—only reactive care
- Limited accessibility to health insights after hours
These shortcomings often lead to delayed detection of pregnancy complications. Expectant mothers lack immediate support or risk predictions in their gestational period.
OVERVIEW OF PREGNANCYAI
PregnancyAI integrates:
- 🧠 **Machine Learning Models** for predicting fetal health risks and complications
- 💬 **Chatbot Interface** to provide real-time guidance, health tips, and Q&A support
- 📈 **Risk Dashboards** for visualizing pregnancy trends over time
- 🧾 **Automated Alerts** when risks exceed safe thresholds
PROPOSED SYSTEM
PregnancyAI supports early detection of conditions such as preeclampsia, gestational diabetes, and fetal distress—helping healthcare providers and patients act proactively. Data inputs include age, weight, blood pressure, glucose levels, ultrasound findings, trimester stage, and more. A trained model analyzes features to compute a risk score and suggests next steps.
MODULES
- 📊 Maternal & Fetal Data Input Module
- 🤖 ML-Based Risk Prediction Engine
- 💬 Chatbot Assistance for maternal queries and lifestyle advice
- 📈 Dashboard with trendgraphs and risk scores
- 📧 Notification & Alert System (email, SMS)
- 👩⚕️ Doctor Panel for monitoring and recommendations
ADVANTAGES
- ✅ Early identification of pregnancy-related complications
- ✅ Personalized guidance via chatbot for improved maternal care
- ✅ Real‑time risk tracking with visual dashboard
- ✅ Reduces manual effort and data entry errors
- ✅ Enhances communication between patients and doctors
SOFTWARE & TECH STACK
- Backend: Python with Flask or Django
- ML Frameworks: scikit-learn, TensorFlow/Keras
- Chatbot Engine: Dialogflow / Rasa or custom NLU
- Frontend: React.js or HTML/CSS/JS
- Database: MySQL or MongoDB
HARDWARE REQUIREMENTS
- Processor: Intel i3 / AMD Ryzen 3 or higher
- RAM: Minimum 4 GB (8 GB recommended for ML training)
- Storage: 100 GB
📽️ DEMO VIDEO
INCLUDED PACKAGE
- Base Paper
- Complete Source Code
- Complete Documentation
- Presentation Slides (PPT)
- Flow Diagram (UML)
- Database File
- Screenshots
- Execution Procedure
- ReadMe File
- Add‑ons & Supporting Softwares
- Video Tutorials
SUPPORT & SPECIALIZATION
- Support via Ticketing System
- Voice Conference Assistance
- Video On Demand for Setup & Training
- Remote Connectivity Support
- Code Customization on Request
- Document Customization Assistance
- Live Chat Support
CONCLUSION
PregnancyAI revolutionizes prenatal care with predictive analytics and tailored chatbot assistance—enabling early risk detection and empowering mothers-to-be and healthcare professionals with proactive guidance and support.
📩 SUPPORT
For source code access, customization, or guidance, contact us at: xpertieee@gmail.com
