This AI Project Predicts Pregnancy Complications & Brain Tumors in Fetuses – Project Idea!

PregAI: Predictive System for Fetal Health and Pregnancy Risks Using ML with Integrated Chatbot Support
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🔍Implementation: Flask.
🧠Algorithm / Model Used: Linear Regression / Deep Neural Network Algorithm
🎯Web Framework: Flask.
💻Frontend: HTML, CSS, JavaScript.

🤖 ABSTRACT
PregAI is an intelligent healthcare system designed to assist in prenatal care by predicting fetal health conditions and detecting pregnancy complications using advanced machine learning techniques.
The system integrates both Linear Regression and Deep Neural Network (DNN) models to analyze medical parameters related to fetal well-being, maternal health, and potential neurological anomalies such as fetal brain tumors. Linear Regression is used for baseline risk assessment and trend analysis, while DNNs are employed for high-accuracy classification of complex health conditions based on non-linear patterns in the data.
To support pregnant women beyond diagnosis, the system includes a natural language processing (NLP)-based chatbot, offering real-time guidance, health tips, and answering pregnancy-related queries, thereby enhancing maternal awareness and emotional support.

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Are you looking for an innovative machine learning project or a real-time AI-based final year project? This video showcases a cutting-edge solution combining Machine Learning, Deep Learning, and LLMs (Large Language Models) to support pregnant women throughout their journey.

👶 Our project offers:
✅ Pregnancy difficulty detection using health data and ML algorithms
✅ Fetal brain tumor detection using advanced deep learning models
✅ An AI-powered chatbot trained on pregnancy FAQs and medical guidance to answer pregnancy-related queries instantly

This is the perfect final year project for computer science students focusing on the healthcare domain using artificial intelligence.

🚀 Whether you're searching for:

Machine Learning Projects

Artificial Intelligence Projects

LLM Projects

Final Year Projects

Computer Science Projects

This project is a must-watch!

💡 Learn how AI and ML are revolutionizing pregnancy care and diagnosis.
📈 Perfect for academic research, hackathons, or real-world healthcare applications.

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