The Next Generation of AI in Gastroenterology
The Next Generation of AI in Gastroenterology
Build and deploy custom AI models for endoscopy data.
Build and deploy custom AI models for endoscopy data.
Build and deploy custom AI models for endoscopy data.
Backed by Virgo's foundation model, EndoDINO, EndoML dramatically reduces the time and data needed to develop high-performance models for applications like landmark detection, polyp segmentation, and IBD severity scoring.
Backed by Virgo's foundation model, EndoDINO, EndoML dramatically reduces the time and data needed to develop high-performance models for applications like landmark detection, polyp segmentation, and IBD severity scoring.
The EndoML Value
The EndoML Value
What can EndoML do for you?
What can EndoML do for you?
Train & Deploy AI Models — No PhD Required
Train & Deploy AI Models — No PhD Required
From hospital researchers to pharma data teams, EndoML makes it easy to go from raw endoscopy footage to ready-to-deploy AI models—no coding or deep ML expertise needed.
From hospital researchers to pharma data teams, EndoML makes it easy to go from raw endoscopy footage to ready-to-deploy AI models—no coding or deep ML expertise needed.
Identify Predictive Biomarkers Faster
Identify Predictive Biomarkers Faster
Leverage EndoDINO’s advanced feature extraction to uncover new biomarkers and endpoints across your clinical trial datasets.
Leverage EndoDINO’s advanced feature extraction to uncover new biomarkers and endpoints across your clinical trial datasets.
Secure & Compliant
Secure & Compliant
EndoML is built by the team behind VirgoCloud - the HIPAA and SOC 2-compliant, industry-leading video capture and management platform for GI endoscopy.
EndoML is built by the team behind VirgoCloud - the HIPAA and SOC 2-compliant, industry-leading video capture and management platform for GI endoscopy.
Powered by EndoDINO
Powered by EndoDINO
At the core of EndoML is EndoDINO, Virgo’s breakthrough foundation model trained on 130,000+ endoscopy videos—delivering state-of-the-art performance with minimal labeled data.
At the core of EndoML is EndoDINO, Virgo’s breakthrough foundation model trained on 130,000+ endoscopy videos—delivering state-of-the-art performance with minimal labeled data.
EndoDINO:
The Foundation Model Advancing GI AI
EndoDINO:
The Foundation Model Advancing GI AI
EndoDINO is Virgo’s large-scale foundation model purpose-built for gastrointestinal endoscopy. Trained on over 130,000 full-length procedures, it delivers state-of-the-art performance across key applications like polyp detection, anatomical classification, and IBD scoring.
Robust, adaptable, and proven—EndoDINO sets a new benchmark in GI AI, accelerating research and unlocking new clinical insights.
EndoDINO is Virgo’s large-scale foundation model purpose-built for gastrointestinal endoscopy. Trained on over 130,000 full-length procedures, it delivers state-of-the-art performance across key applications like polyp detection, anatomical classification, and IBD scoring.
Robust, adaptable, and proven—EndoDINO sets a new benchmark in GI AI, accelerating research and unlocking new clinical insights.
Key Differences from Etro-FM & Endo-FM
Key Differences from
Etro-FM & Endo-FM
Etro-FM
5,145
Endo-FM
33,000
Endo-FM
33,000
EndoDINO (ours)
130,037 (<10% of available)
Etro-FM
Initial Videos
Endo-FM
Etro-FM
Removal of low quality
EndoDINO
(ours)
Frame Curation
Initial Videos
Endo-FM
Varying frame rates
5,145
EndoDINOv1 (ours)
Hierarchical K-means clustering
33,000
Etro-FM
525,711
130,037
Frames Used
Frame Curation
Endo-FM
5,024,101
Removal of low quality
EndoDINOv1 (ours)
10,000,000
Varying frame rates
Etro-FM
DINOv1
Hierarchical K-means clustering
Training Architecture
Frames Used
Endo-FM
Spatial-temporal
525,711
EndoDINOv1 (ours)
DINOv2
5,024,101
10,000,000
Training Architecture
DINOv1
Spatial-temporal
DINOv2
Train & Deploy
Train & Deploy
Upload Your Endoscopy Data
Upload Your Endoscopy Data
Easily upload your own endoscopic image and video datasets to power a wide range of AI projects, from model training to annotation and analysis. Our secure platform supports various formats and ensures your data is ready for seamless integration into your workflow.
Easily upload your own endoscopic image and video datasets to power a wide range of AI projects, from model training to annotation and analysis. Our secure platform supports various formats and ensures your data is ready for seamless integration into your workflow.
Label Your Data with Ease
Label Your Data with Ease
Quickly apply classification labels to your endoscopic images using a streamlined, user-friendly interface. Whether you're organizing datasets or preparing for model training, our intuitive tools help you label with speed and precision.
Quickly apply classification labels to your endoscopic images using a streamlined, user-friendly interface. Whether you're organizing datasets or preparing for model training, our intuitive tools help you label with speed and precision.
Train Powerful Models with EndoDINO
Train Powerful Models with EndoDINO
Accelerate your AI development with streamlined model training powered by the EndoDINO foundation model. Fine-tune on your own data with minimal setup, and generate high-performance models tailored to your specific endoscopy use case.
Accelerate your AI development with streamlined model training powered by the EndoDINO foundation model. Fine-tune on your own data with minimal setup, and generate high-performance models tailored to your specific endoscopy use case.
Enterprise Features
Enterprise Features
Object Detection and Segmentation
Object Detection and Segmentation
EndoML supports the development of object detection and segmentation models. Rapidly annotate your data and train video segmentation models. EndoDINO provides powerful features for all sorts of anatomy and pathology, ranging from polyps to ampullae, and everything in between.
EndoML supports the development of object detection and segmentation models. Rapidly annotate your data and train video segmentation models. EndoDINO provides powerful features for all sorts of anatomy and pathology, ranging from polyps to ampullae, and everything in between.
EndoML supports the development of object detection and segmentation models. Rapidly annotate your data and train video segmentation models. EndoDINO provides powerful features for all sorts of anatomy and pathology, ranging from polyps to ampullae, and everything in between.
Natural Language Video Analysis
Natural Language Video Analysis
Analyze your endoscopy videos with the power of natural language. This enables users of all skill levels to unlock valuable insights seamlessly. Researchers, clinicians, and pharmaceutical teams can securely upload datasets and use the chat interface to ask complex questions.
Analyze your endoscopy videos with the power of natural language. This enables users of all skill levels to unlock valuable insights seamlessly. Researchers, clinicians, and pharmaceutical teams can securely upload datasets and use the chat interface to ask complex questions.
Insightful Visualizations
Insightful Visualizations
Interactive tools like T-SNE and Sankey diagrams provide clear, data-driven visualizations. These tools help users uncover patterns and insights to better understand and utilize endoscopy data with the ability to visualize insights in different ways based on the unique features extracted by EndoDINO.
Interactive tools like T-SNE and Sankey diagrams provide clear, data-driven visualizations. These tools help users uncover patterns and insights to better understand and utilize endoscopy data with the ability to visualize insights in different ways based on the unique features extracted by EndoDINO.
API Access for Power Users
API Access for Power Users
Our dynamic API access ensures seamless integration with existing systems. Featuring “Beast Mode” for power users, EndoML empowers developers with customizable tools to unlock the full potential of their data.
Our dynamic API access ensures seamless integration with existing systems. Featuring “Beast Mode” for power users, EndoML empowers developers with customizable tools to unlock the full potential of their data.
Data Exchange
Data Exchange
EndoML's Data Exchange feature allows companies to license anonymized, high-quality endoscopic video datasets to train their own AI models. This unlocks opportunities for researchers and pharmaceutical companies to enhance their machine learning capabilities with real-world data.
EndoML's Data Exchange feature allows companies to license anonymized, high-quality endoscopic video datasets to train their own AI models. This unlocks opportunities for researchers and pharmaceutical companies to enhance their machine learning capabilities with real-world data.
How it Works
How it Works
Our foundational model is powered by EndoDINO, the most powerful model specifically trained on endoscopic videos.
Our foundational model is powered by EndoDINO, the most powerful model specifically trained on endoscopic videos.
Securely upload your endoscopy videos to the EndoML platform.
EndoDINO analyzes the videos and provides immediate insights.
Access advanced tools to run experiments and fine-tune models.
Deploy models for research and clinical care.
Free Plan
$0
500 credits
Monthly
$129
/month
1,000 credits per month
12.9 cents per credit
Annual
$1188
/year
18,000 credits per year
6.6 cents per credit
Ready to Transform Your Research?
Ready to Transform Your Research?
Discover how EndoML can revolutionize your approach to gastroenterology AI. Book a demo to learn more or fill out the form below to join the waitlist!
The Next Generation of AI in Gastroenterology
The Next Generation of AI in Gastroenterology
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