AI-Powered Lung Cancer Diagnostic System

1. Smart CT Scan Analyzer An AI system that analyzes lung CT scan images and detects possible lung cancer signs early. Main Features Upload CT scan or X-ray images AI detects lung nodules Cancer risk prediction Heatmap highlighting suspicious areas Doctor dashboard Patient history tracking PDF medical report generation Technologies Frontend: Vue.js / React Backend: Node.js or Python Flask AI Model: TensorFlow / PyTorch Database: MySQL / PostgreSQL Image Processing: OpenCV AI Models CNN (Convolutional Neural Network) ResNet50 YOLO for object detection Users Doctors Radiologists Hospitals Patients 2. AI + IoT Lung Monitoring System A smart healthcare platform connected to wearable devices. Features Real-time breathing monitoring Oxygen level tracking AI predicts lung disease risk Emergency alerts Mobile app notifications Patient monitoring dashboard Hardware ESP32 Pulse Oximeter Sensor Temperature Sensor AI Functions Predict worsening symptoms Detect abnormal breathing patterns Risk scoring 3. Cloud-Based Lung Cancer Prediction Platform A hospital management + AI diagnosis platform. Modules Patient Management Appointment Booking AI Diagnosis Lab Result Upload Doctor Recommendation Treatment Tracking Special AI Features Predict cancer stage Suggest possible treatments Survival rate estimation Drug recommendation support 4. AI Chat Assistant for Lung Cancer Patients An intelligent assistant helping patients understand symptoms and treatment. Features Symptom checker AI chatbot Medicine reminders Treatment education Doctor communication Extra Voice support Multiple languages WhatsApp integration 5. Advanced Real-World System (Best for Final Year Project) System Name LungAI Pro Full Modules Patient Side Registration/Login Upload scans View AI results Book appointments Payment system Doctor Side Review AI predictions Add notes Manage patients Generate reports Admin Side Manage hospitals Manage doctors Analytics dashboard AI training management AI Workflow CT Scan Image ↓ Preprocessing ↓ AI Model Analysis ↓ Tumor Detection ↓ Cancer Classification ↓ Generate Diagnostic Report Database Tables Idea patients id name email phone gender date_of_birth scans id patient_id scan_image scan_type uploaded_at ai_results id scan_id prediction confidence_score cancer_stage doctors id name specialization hospital appointments id patient_id doctor_id appointment_date status Advanced AI Features Possible Detection Types Benign vs Malignant tumor Lung nodule segmentation Cancer stage classification Smoking risk analysis Security Features JWT Authentication Role-based access Encrypted medical records HIPAA-style privacy protection Architecture Idea Frontend (Vue/React) ↓ REST API Backend ↓ AI Microservice ↓ Database + Cloud Storage Best Tech Stack Combination Option 1 (Recommended) Vue.js Node.js Express Python Flask AI Service MySQL TensorFlow Option 2 Laravel Python AI API PostgreSQL React Future Improvements AI voice diagnosis assistant Blockchain medical records Integration with hospital systems Real-time telemedicine Good Final Year Project Title “Development of an AI-Powered Lung Cancer Diagnostic and Prediction System Using Deep Learning” Or “Deep Learning-Based Lung Cancer Detection System Using CT Scan Images”