An AI-powered healthcare platform designed to streamline patient care, diagnosis assistance, and medical record management. The platform leverages machine learning algorithms to assist healthcare professionals in making more accurate diagnoses and treatment recommendations.
AI-Powered Healthcare Platform
AI-Powered Healthcare | Laravel & Vue.js
Project Overview
My Role
- Diagnostic assistance and medical record management
- Patient monitoring and ML-based recommendations
Key Features
Diagnostic Assistance
Implemented advanced ML algorithms to analyze medical data and assist healthcare professionals in making more accurate diagnoses.
Patient Monitoring
Developed real-time monitoring systems to track patient vitals and alert medical staff of any concerning changes.
Medical Records Management
Created a comprehensive system for managing patient medical records, including history, treatments, and outcomes.
Technical Challenges
Data Security
Ensuring HIPAA compliance and maximum data security for sensitive patient information.
AI Accuracy
Fine-tuning machine learning models to provide reliable diagnostic assistance without false positives.
Results & Impact
- Reduced diagnostic time by 35%
- Improved accuracy of preliminary diagnoses by 28%
- Streamlined record management, saving medical staff 15+ hours per week
- Integrated with existing hospital systems in 20+ medical facilities
Technologies Used
Laravel
Vue.js
MySQL
TensorFlow
Docker
AWS
REST API