44 endoscopic pituitary surgery videos recorded at Hospital Universitario 12 de Octubre in Madrid, Spain. The videos have an average duration of 83 minutes, were recorded at 25 frames per second with 1920x1080 resolution, and are annotated with seven surgical phases, including a 'Phase 0' for when the endoscope is outside the body. Informed consent was obtained from all patients for video publication.
Use Cases
- Training surgical phase recognition models based on the seven annotated phases.
- Developing video segmentation algorithms based on high-resolution endoscopic footage.
- Analyzing surgical workflow and duration based on the average 83-minute video length.
- Benchmarking real-time frame analysis models based on the 25 frames per second recording rate.
Strengths
- Contains 44 videos, providing a substantive collection for model training.
- Videos are annotated with seven distinct surgical phases, including a specific 'outside the body' phase.
- Recorded at a consistent high resolution (1920x1080) and frame rate (25 fps).
- Includes informed patient consent for publication, addressing an important ethical consideration.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count and total data size are unknown, which may limit suitability assessment.
- Data originates from a single hospital in Madrid, which may limit geographic generalizability.
Provenance
- Source
- Hospital Universitario 12 de Octubre, Madrid, Spain.
- Collection Method
- Recorded using an endoscope during surgical procedures.
- Time Range
- null
- Freshness
- Last updated 2025-10-14 21:55:28; freshness should be verified.
- Geography
- Madrid, Spain.