Transforming Surgical Excellence with AI-Powered Innovation
Advance surgical technology with Axonate Tech's specialized surgical video annotation services. Our board-certified surgeons provide expert labeling for laparoscopic, arthroscopic, robotic-assisted surgery, endoscopy, bronchoscopy, and minimally invasive procedures—enabling AI systems for surgical instrument tracking, surgery phase identification, anatomical structure recognition, and real-time decision support with clinical accuracy, FDA compliance, and surgical safety validation.
From robotic-assisted procedures and vascular surgery to neurosurgery and urology—we deliver comprehensive surgical annotation services supporting autonomous surgical robots, surgical training simulators, intraoperative guidance systems, and surgical skill assessment with our DataSum framework for FDA regulatory submissions and clinical validation across all surgical specialties.
Transform Your Surgical AISurgical AI Annotation Workflow
Video Capture
Surgical procedure recording
AI Pre-Analysis
Automated frame detection
Surgeon Annotation
Expert surgical labeling
Quality Validation
Clinical accuracy review
FDA-Ready Dataset
Validated training data
Board-Certified
Surgeons
FDA Compliant
DataSum
Surgical Annotation Services
Comprehensive surgical video analysis and annotation
Surgical Instrument Tracking
Precise frame-by-frame annotation of surgical instruments including graspers, scissors, cautery, staplers, and robotic arms. Tool segmentation, tip localization, and trajectory tracking enabling automated tool recognition, collision avoidance, and skill assessment for surgical robotics.
Surgery Phase Identification
Temporal segmentation of surgical procedures into distinct phases including preparation, dissection, resection, reconstruction, and closure. Critical event detection, workflow analysis, and surgical step recognition for automated documentation and real-time guidance systems.
Anatomical Structure Annotation
Identification and segmentation of organs, vessels, nerves, and tissue planes during surgery. Target structure localization, critical anatomy preservation zones, and safety margin delineation for intraoperative navigation and augmented reality surgical guidance.
Surgical Specialties
Laparoscopic Surgery
Minimally invasive abdominal procedures including cholecystectomy, appendectomy, and hernia repair with trocar tracking.
Arthroscopic Surgery
Joint procedures with arthroscope and instrument annotation for knee, shoulder, and hip surgery AI systems.
Robotic-Assisted Surgery
Da Vinci and other robotic platforms with multi-arm tracking, console integration, and autonomous assistance.
Endoscopy & Bronchoscopy
GI endoscopy, colonoscopy, and pulmonary bronchoscopy with polyp detection and airway navigation.
Vascular Surgery
Arterial and venous procedures with vessel identification, clamp placement, and anastomosis annotation.
Neurosurgery
Brain and spine procedures with tumor resection, critical structure avoidance, and neuronavigation support.
Thoracic Surgery
Lung resection, VATS procedures, and cardiac surgery with vital structure identification and safety zones.
Urologic Surgery
Prostatectomy, nephrectomy, and bladder procedures with anatomical landmark identification.
Clinical Applications
Surgical Training
AI-powered surgical simulation, skill assessment, and competency evaluation with objective performance metrics and feedback for resident education and continuing professional development.
Surgical Skill Assessment
Automated evaluation of technical proficiency including economy of motion, instrument handling, tissue manipulation, and error detection for objective surgical performance measurement.
Real-Time Decision Support
Intraoperative AI assistance with anatomy recognition, critical structure alerts, optimal trajectory suggestions, and surgical step anticipation for enhanced safety and efficiency.
Surgical Planning
Pre-operative planning tools with 3D reconstruction, optimal approach determination, risk assessment, and patient-specific surgical strategy development using historical case analysis.
Autonomous Surgical Robots
Training data for semi-autonomous and autonomous surgical systems with task automation, suturing assistance, and tissue manipulation capabilities under surgeon supervision.
Surgical Documentation
Automated operative report generation, key frame extraction, critical event logging, and standardized procedure documentation reducing administrative burden.
Complication Prediction
AI models identifying intraoperative risk factors, bleeding prediction, adverse event detection, and early warning systems for surgical complications.
Quality Assurance
Surgical quality metrics extraction, adherence to best practices evaluation, and continuous quality improvement through systematic video analysis and benchmarking.
Telesurgery Support
Remote surgical consultation, proctoring, and mentorship with real-time annotation overlay and guidance for collaborative surgery across distances.
Annotation Capabilities
Instrument Segmentation
Pixel-perfect surgical tool segmentation with handle, shaft, and tip differentiation across video frames.
Keypoint Annotation
Instrument tip tracking, suture needle localization, and anatomical landmark identification for precision guidance.
Temporal Segmentation
Surgery phase labeling with start/end timestamps, transition point identification, and hierarchical task breakdown.
Anatomical Labeling
Organ segmentation, vessel identification, nerve mapping, and critical structure delineation with clinical nomenclature.
Action Recognition
Surgical gesture classification including cutting, grasping, cauterizing, suturing, and retraction with context awareness.
Skill Metrics
Annotation of technical proficiency indicators including path length, hand tremor, and economy of motion.
Event Detection
Critical event annotation including bleeding, tissue damage, instrument collision, and safety concerns.
Multi-View Annotation
Synchronized annotation across multiple camera angles and endoscopic views with view correspondence.
Why Choose Axonate Tech for Surgical AI
Board-Certified Surgeons
Expert annotation by practicing surgeons across all specialties ensuring anatomically accurate and clinically relevant labeling.
DataSum Framework
Specialized framework for FDA 510(k) clearances providing comprehensive surgical validation datasets with multi-center support.
FDA & HIPAA Compliance
Full regulatory compliance for surgical AI devices with secure data handling and clinical validation documentation.
Advanced Video Analysis
State-of-the-art surgical video annotation platforms supporting 4K, multi-view, and robotic console recordings.
Quality Validation
Multi-surgeon consensus review, inter-annotator agreement analysis, and ground truth verification by surgical experts.
Global Surgical Experience
Supporting surgical AI innovators worldwide across diverse procedures, techniques, and surgical specialties.
Advance Your Surgical AI Innovation
Partner with Axonate Tech to build next-generation surgical AI systems. Our board-certified surgeons deliver expert surgical video annotation supporting robotic surgery, surgical training, intraoperative guidance, and skill assessment with FDA compliance through our DataSum framework—improving surgical safety, efficiency, and patient outcomes worldwide.