🩺AI/ML

HealthAI Diagnostics

Medical image analysis

2M+
Images Processed
94%
Diagnostic Accuracy
150+
Healthcare Facilities
12
FDA Categories

Project Overview

HealthAI Diagnostics is a cutting-edge medical imaging platform that has received FDA approval for analyzing medical images across 12 diagnostic categories. The platform processes over 2 million medical images annually with 94% diagnostic accuracy, serving more than 150 healthcare facilities worldwide. This represents a significant advancement in medical AI, providing healthcare professionals with reliable, rapid diagnostic support. The system uses advanced computer vision and deep learning algorithms to analyze various types of medical images including X-rays, CT scans, MRIs, and pathology slides. With real-time processing capabilities and comprehensive reporting, the platform helps radiologists and other medical professionals make faster, more accurate diagnoses while reducing the risk of human error.

Key Features

FDA approval for 12 diagnostic categories
94% diagnostic accuracy across all image types
Real-time image processing and analysis
Comprehensive diagnostic reporting and visualization
Integration with major PACS and EMR systems
Multi-modality support (X-ray, CT, MRI, pathology)
Automated quality control and validation
Compliance with HIPAA and medical data standards

Challenges

Achieving FDA approval and regulatory compliance
Maintaining high accuracy across different image types
Ensuring data security and patient privacy
Integrating with existing healthcare systems

Solutions

Collaborated with medical experts for validation
Implemented ensemble learning with multiple models
Built enterprise-grade security and encryption
Created flexible integration APIs for healthcare systems

Project Information

2024 - 2025
Team of 8
Full Stack

Technologies

PythonTensorFlowReactDICOMAWS SageMakerOpenCVFastAPIPostgreSQLDocker
John Francis dela Vega - Senior Software Engineer