Operavue Insightshttps://operavue.com/insightsPractical guides to surgical data and clinical expertise.enWhat is surgical video data? A practical guide for AI teamshttps://operavue.com/insights/what-is-surgical-video-datahttps://operavue.com/insights/what-is-surgical-video-dataUnderstand surgical video datasets, recording types, annotations, permissions, and how to scope a useful dataset for robotics and medical AI research.Fri, 16 Oct 2026 12:00:00 GMTStereoscopic vs. monocular surgical video: what buyers should knowhttps://operavue.com/insights/stereoscopic-vs-monocular-surgical-videohttps://operavue.com/insights/stereoscopic-vs-monocular-surgical-videoCompare stereo and single-view surgical footage, including calibration, synchronization, 2K resolution specifications, and limitations for robotics research.Fri, 16 Oct 2026 12:00:00 GMTBuying surgical robotics data: a procurement checklisthttps://operavue.com/insights/surgical-robotics-data-buyers-checklisthttps://operavue.com/insights/surgical-robotics-data-buyers-checklistA practical checklist for purchasing surgical video datasets: task definition, provenance, samples, annotation, evaluation splits, licensing, and acceptance.Fri, 16 Oct 2026 12:00:00 GMTHow hospitals and data providers can license existing surgical videohttps://operavue.com/insights/licensing-existing-surgical-videohttps://operavue.com/insights/licensing-existing-surgical-videoPrepare an existing surgical video archive for a licensing discussion: inventory, rights, privacy, quality, commercial scope, and a practical pilot.Fri, 16 Oct 2026 12:00:00 GMTMinimum guarantees and revenue sharing for surgical data partnershipshttps://operavue.com/insights/minimum-guarantees-and-revenue-sharinghttps://operavue.com/insights/minimum-guarantees-and-revenue-sharingUnderstand how a surgical data minimum guarantee can interact with revenue sharing, including recoupment, deductions, reporting, and illustrative calculations.Fri, 16 Oct 2026 12:00:00 GMTHow surgeons can contribute paid expertise to AI developmenthttps://operavue.com/insights/paid-surgeon-expertise-aihttps://operavue.com/insights/paid-surgeon-expertise-aiExplore surgeon roles in annotation, dataset review, model evaluation, and advisory work, with practical questions about scope, compensation, and institutional approval.Fri, 16 Oct 2026 12:00:00 GMTSurgical video de-identification: a preparation checklisthttps://operavue.com/insights/surgical-video-de-identificationhttps://operavue.com/insights/surgical-video-de-identificationPlan privacy review for surgical footage across image content, audio, overlays, metadata, linked records, access controls, and release documentation.Fri, 16 Oct 2026 12:00:00 GMTSurgical video annotation: phases, instruments, and action labelshttps://operavue.com/insights/surgical-video-annotationhttps://operavue.com/insights/surgical-video-annotationDesign surgical video annotation around the research task, with label definitions, temporal alignment, expert review, uncertainty, and useful quality measures.Fri, 16 Oct 2026 12:00:00 GMTPlanning a 2K stereoscopic surgical capture programhttps://operavue.com/insights/planning-2k-stereoscopic-surgical-capturehttps://operavue.com/insights/planning-2k-stereoscopic-surgical-capturePlan a surgical stereo recording pilot with defined per-view resolution, workflow ownership, permissions, calibration, synchronization, and acceptance checks.Fri, 16 Oct 2026 12:00:00 GMTHow to evaluate surgical dataset quality and avoid leakagehttps://operavue.com/insights/evaluating-surgical-dataset-qualityhttps://operavue.com/insights/evaluating-surgical-dataset-qualityAssess surgical data quality through media integrity, coverage, annotations, provenance, independent evaluation splits, and a documented acceptance scorecard.Fri, 16 Oct 2026 12:00:00 GMTSurgical video for medical device development: scoping the evidencehttps://operavue.com/insights/surgical-video-for-medical-device-developmenthttps://operavue.com/insights/surgical-video-for-medical-device-developmentExplore how device teams can scope surgical footage for instrument understanding, workflow research, and AI development without overstating what video proves.Fri, 16 Oct 2026 12:00:00 GMTSurgical video in life sciences and perioperative researchhttps://operavue.com/insights/surgical-video-life-sciences-researchhttps://operavue.com/insights/surgical-video-life-sciences-researchScope surgical footage for life sciences research with clear observational questions, separate outcome linkage, permissions, annotation, and evidence limitations.Fri, 16 Oct 2026 12:00:00 GMT