CytologyAI AI-Powered Diagnostic Reports
Transform urine cytology images into structured diagnostic reports with our advanced deep learning model.
AI-Powered Cytology Analysis
Upload Cytology Image
Upload a urine cytology image to generate a diagnostic report.
How CytologyAI Works
Our advanced AI pipeline transforms cytology images into actionable insights.
AI-Powered Diagnostic Pipeline
Transformer-based deep learning model for urine cytology analysis.
- 1. Image Upload
- Upload a high-quality image of a urine cytology slide in JPG or PNG format.
- 2. AI Analysis
- Our transformer-based model processes the image to identify cellular structures, abnormalities, and patterns.
- 3. Report Generation
- The system generates a structured diagnostic report with findings, diagnosis, and recommendations.
- 4. Interactive QA
- Ask follow-up questions about the report and receive answers based on the image analysis.
Data Security
All uploaded images and generated reports are encrypted and stored securely. We comply with HIPAA and GDPR regulations for medical data protection.
- End-to-end encryption
- Secure cloud storage
- Optional automatic deletion
- Role-based access control
Important Disclaimer
CytologyAI is designed to assist pathologists and researchers, but it does not replace professional medical judgment.
- For research use only
- Not for primary diagnosis
- Always verify with clinical context
- Model accuracy: 92.4% (validation set)
Frequently Asked Questions
What image quality is required?
For best results, upload high-resolution images (minimum 1000x1000 pixels) with good contrast and focus. Blurry or low-resolution images may reduce accuracy.
How long does analysis take?
Typically 30-90 seconds depending on image complexity and server load. Very large images may take slightly longer.
Can I use this for clinical diagnosis?
Currently, CytologyAI is for research and assistance purposes only. Always correlate with clinical findings and professional judgment.
