Foundations01
What is surgical video data? A practical guide for AI teams
Understand surgical video datasets, recording types, annotations, permissions, and how to scope a useful dataset for robotics and medical AI research.
4 min read
THE OPERAVUE FIELDNOTES
A clearer view
of surgical data.
Practical thinking for the people creating surgical data and the teams building with it.
Browse surgical data guides
12 practical guides
Capture & technology02
Stereoscopic vs. monocular surgical video: what buyers should know
Compare stereo and single-view surgical footage, including calibration, synchronization, 2K resolution specifications, and limitations for robotics research.
4 min read
Buying data03
Buying surgical robotics data: a procurement checklist
A practical checklist for purchasing surgical video datasets: task definition, provenance, samples, annotation, evaluation splits, licensing, and acceptance.
4 min read
Data partnerships04
How hospitals and data providers can license existing surgical video
Prepare an existing surgical video archive for a licensing discussion: inventory, rights, privacy, quality, commercial scope, and a practical pilot.
4 min read
Data partnerships05
Minimum guarantees and revenue sharing for surgical data partnerships
Understand how a surgical data minimum guarantee can interact with revenue sharing, including recoupment, deductions, reporting, and illustrative calculations.
4 min read
Surgeon opportunities06
How surgeons can contribute paid expertise to AI development
Explore surgeon roles in annotation, dataset review, model evaluation, and advisory work, with practical questions about scope, compensation, and institutional approval.
4 min read
Privacy & governance07
Surgical video de-identification: a preparation checklist
Plan privacy review for surgical footage across image content, audio, overlays, metadata, linked records, access controls, and release documentation.
4 min read
Annotation & evaluation08
Surgical video annotation: phases, instruments, and action labels
Design surgical video annotation around the research task, with label definitions, temporal alignment, expert review, uncertainty, and useful quality measures.
4 min read
Capture & technology09
Planning a 2K stereoscopic surgical capture program
Plan a surgical stereo recording pilot with defined per-view resolution, workflow ownership, permissions, calibration, synchronization, and acceptance checks.
4 min read
Annotation & evaluation10
How to evaluate surgical dataset quality and avoid leakage
Assess surgical data quality through media integrity, coverage, annotations, provenance, independent evaluation splits, and a documented acceptance scorecard.
4 min read
Research applications11
Surgical video for medical device development: scoping the evidence
Explore how device teams can scope surgical footage for instrument understanding, workflow research, and AI development without overstating what video proves.
4 min read
Research applications12
Surgical video in life sciences and perioperative research
Scope surgical footage for life sciences research with clear observational questions, separate outcome linkage, permissions, annotation, and evidence limitations.
4 min read
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Published October 16, 2026 · Educational planning guides by Operavue · How we prepare our content · RSS feed
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