EndoAngel AI Platform

Technology

State-of-the-art deep learning models optimized for real-time medical image analysis — designed to integrate seamlessly into existing clinical workflows.

100K+

Clinical
Cases

800K+

Annotated
Images

<40ms

Inference
Latency

Full GI

Detection & QC
Gastroscopy · Colonoscopy · EUS

Scope
Compatible

Major brands
supported

Core Technology

AI Architecture

EndoAngel uses state-of-the-art deep learning models optimized for real-time medical image analysis, trained on large-scale multi-center endoscopy datasets with expert-validated ground truth labels.

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Deep Learning Framework

Convolutional Neural Networks (CNN)
Multi-task: detection, segmentation & classification
Federated learning for continuous improvement
Trained on 100,000+ annotated images

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Real-time Processing

Inference latency <40ms per frame
Hardware-accelerated GPU processing
Zero impact on endoscopy workflow
Supports 1080p input resolution

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Training Data Quality

Multi-center data from leading hospitals
Expert-validated ground truth labels
Diverse patient populations
Multiple equipment brands and settings

Upper GI AI — Gastroscopy Interface

Colonoscopy AI — Detection Interface

Procedure Time Recording: Records the inspection time and the esophageal review time during the procedure.

Real-Time Operation Scoring: Monitors blind spots and automatically scores the physician’s operation according to standardization guidelines.

Blind Spot Monitoring: Indicates the number of anatomical sites already covered and those yet to be examined.

Early Cancer Recognition: Intelligently identifies high-risk lesions, highlighted with a red bounding box and voice reminder.

Model Illumination: Real-time reminder of all 28 gastric anatomical sites with illumination of the corresponding model area.

Automatic Image Collection: Representative images of sites and lesions are automatically captured and saved during the procedure.

EndoAngel Lower GI Quality Control

Colonoscopy AI — Withdrawal Interface

Procedure Time Recording: Records the intubation time and withdrawal time during the endoscopic procedure.

Real-Time Bowel Preparation Scoring: Intestinal preparation scores (eBBPS) are calculated and displayed in real time.

Withdrawal Speed Monitoring: Monitors withdrawal speed in real time and displays it on a panel to alert the endoscopist.

Adenoma / Polyp Recognition: Intelligently identifies high-risk lesions in real time, highlighted with a red bounding box.

Ileocecal Valve Reminder: Automatically identifies arrival at the ileocecal valve and illuminates the intestinal model accordingly.

Automatic Image Collection: Representative images of sites and lesions are automatically captured and saved during the procedure.

EndoAngel Upper GI Quality Control Indicators

Quality Control Index	Corresponding EndoAngel Function
Sufficient esophageal endoscopy time (>2 min)	Automatic esophageal timing
Adequate inspection time for stomach and duodenum (>5 min)	Automatic gastric cavity timing
Recording and feedback of inspection time (>90%)	Automatic time recording
Systematic observation of entire esophagus and stomach (intragastric views >22 images)	Blind spot monitoring (26 zones) and standardization of endoscopist operations
Comprehensive and accurate acquisition of endoscopic images	Automatic image capture
Training endoscopists to identify suspicious lesions under white light	Real-time assistance under white light to indicate suspicious lesions
White-light endoscopy combined with image-enhanced endoscopy (e.g., NBI) for suspicious lesions	Real-time assistance under NBI to indicate suspicious lesions

EndoAngel Lower GI Quality Control Indicators

Quality Control Index	Corresponding EndoAngel Function
Cecal intubation rate: screened patients ≥95% / all patients ≥90%	Real-time withdrawal speed monitoring
Withdrawal process must be slow; withdrawal time in negative colonoscopy (≥6 min)	Real-time withdrawal speed monitoring
Recording of withdrawal time (>90%)	Automatic recording and timing
Polyp detection rate (≥40%)	Real-time assistance for polyp recognition
Adenoma detection rate (>25%)	Real-time assistance for polyp type identification and adenoma diagnosis
Pedunculated polyps and serrated polyps <2 cm not suitable for surgical resection should attempt endoscopic resection first	Real-time identification of polyp types
Bowel preparation assessment (Boston standard)	Automatic bowel preparation scoring

Blind Spot Monitoring During Upper GI Endoscopy (26 Zones)

Blind spot monitoring upper GI endoscopy 26 zones

Withdrawal Speed Monitoring

Integration Design

EndoAngel connects via HDMI pass-through — no modification to existing equipment, no IT integration required. Works with Olympus, Fujifilm and Pentax systems.

Seamless Workflow

HDMI pass-through: plug and play installation
No modification to existing endoscopy equipment
Compatible with Olympus, Fujifilm, Pentax
Works with existing monitor or secondary screen

Deployment Options

Standalone bedside unit
Department-level server (multi-room support)
Cloud-connected for remote updates and analytics

Technical Specifications

Parameter	Value
Inference latency	<40ms per frame
Input resolution	1080p supported
Compatible scopes	Olympus, Fujifilm, Pentax
Connection	HDMI pass-through
AI model updates	OTA via secure connection
Certifications	NMPA (China) · CE Mark (EU)
Data processing	100% local — no external transmission
Compliance	GDPR · local data protection regulations

Data Security

All image processing is performed locally at the hospital. No patient data is transmitted externally at any time.

All processing performed locally at the hospital
No patient data transmitted externally
DICOM-compatible data handling
GDPR and local data protection compliant

Continuous Improvement

EndoAngel is continuously improving through secure OTA updates and ongoing clinical validation studies with partner hospitals.

Regular AI model updates via secure OTA
Performance analytics dashboard
Ongoing clinical validation studies
Feedback loop with clinical partners

See the Technology in Action

Schedule a live demonstration at your facility — no commitment required.