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The Challenge
Hours of Review.
Reduced to Seconds.
Traditional oral histopathology workflows demand significant time and expertise. OralPath compresses that process into a guided, AI-assisted experience.
Traditional Workflow
OralPath Workflow
How It Works
Simple Workflow.
Powerful Analysis.
Capture
Capture a microscope field directly using your smartphone connected to the microscope.
Analyze
Advanced vision models analyze tissue morphology and cellular patterns in real time.
Results
Receive classifications, confidence scores and pathological observations instantly.
Product
The OralPath Experience
A focused mobile interface designed for the microscope bench. Capture, analyze, and review results in one continuous flow.
Align tissue in frame
Capture
Real-time image quality detection.
Analyze
AI-powered tissue classification.
Primary
OSCC (Moderate)
Confidence 94.2%
Observations
Keratin pearls, nuclear pleomorphism
Results
Confidence scores, probability distributions, clinical observations.
Classification Coverage
Supported
Classification Categories
OralPath is trained to recognize a comprehensive range of oral histopathological conditions.
Normal Oral Mucosa
Healthy stratified squamous epithelium with no dysplastic changes.
Oral Submucous Fibrosis (OSMF)
Chronic progressive disease with juxta-epithelial fibrosis.
Well Differentiated OSCC
Malignant epithelial tumor with prominent keratinization.
Moderately Differentiated OSCC
Squamous cell carcinoma with moderate nuclear pleomorphism.
Poorly Differentiated OSCC
High-grade malignancy with minimal keratin formation.
Verrucous Carcinoma
Low-grade variant of squamous cell carcinoma with exophytic growth.
Basaloid Squamous Cell Carcinoma
Aggressive variant with basaloid and squamous components.
Salivary Gland Tumors
Benign and malignant neoplasms arising from salivary tissue.
Why OralPath
Designed For
Modern Oral Pathology
Fast
AI-assisted analysis in under sixty seconds.
Accessible
Works directly from a smartphone connected to a microscope.
Explainable
Confidence scores and pathological features remain visible.
Technical Foundation
How The AI
Processes Each Image
Built for researchers, universities, and medical institutions who need credible, reproducible AI-assisted analysis.
Histopathology Images
High-resolution microscope field captures
Image Preprocessing
Normalization and quality enhancement
Vision Encoder
Deep feature extraction from tissue
AI Classification
Trained model predicts condition class
Structured Results
Scores, observations, and reports
Research & Education Tool
OralPath is an AI-assisted research tool. It is designed to support oral pathology workflows, education and research. It does not replace professional medical judgment, clinical diagnosis or patient management decisions.
Beta Access
Help Shape The Future
Of Oral Pathology AI
Join the beta program and be among the first to use OralPath in your research or clinical workflow.