Early Detection Saves Lives
CerviStage AI uses advanced deep learning to analyze cervical cell images and provide instant staging results — from Normal to Carcinoma — with high accuracy and clinical recommendations.
96.4%
F1 Accuracy
5
Stage Classes
<3s
Analysis Time
About Cervical Cancer
Understanding the disease and the importance of early screening
Global Impact
Cervical cancer is the 4th most common cancer in women worldwide. Over 600,000 new cases are diagnosed annually, with the highest rates in low-income countries.
Preventable & Treatable
When detected early, cervical cancer has a 5-year survival rate above 90%. Regular Pap smears and HPV screening remain the gold standard for early detection.
HPV Connection
Nearly all cervical cancers are caused by persistent infection with high-risk HPV strains. Early identification of HPV-related cellular changes enables timely intervention.
Cervical Cancer Staging
CerviStage AI classifies images into 5 categories based on cellular abnormalities
Normal
No abnormality. Routine screening.
Benign Atypia
Mild changes. Repeat in 1 year.
LSIL
Low-grade. Colposcopy in 3 months.
HSIL
High-grade. Urgent colposcopy.
Carcinoma
Cancer. Immediate referral.
How CerviStage AI Works
Three simple steps to get an AI-powered staging result
Upload Image
Upload a Pap smear or colposcopy image in JPEG, PNG, BMP or TIFF format.
AI Analysis
Our EfficientNetV2-S + DeiT model analyzes the image using hierarchical multi-scale fusion.
Get Results
Receive staging classification, confidence scores, probability distribution and clinical recommendations.
Ready to Analyze?
Upload your first image and get AI-powered staging results in seconds.
Launch AnalyzerMedical Disclaimer: CerviStage AI is designed for research and screening assistance only. Results must be reviewed by a qualified medical professional before any clinical decision is made.