Related Experiment Videos
SAGES video acquisition framework-analysis of available OR recording technologies by the SAGES AI task force
Filippo Filicori1,2, Daniel P Bitner1,2, Hans F Fuchs3
1Intraoperative Performance Analytics Laboratory (IPAL), Department of General Surgery, Northwell Health, Lenox Hill Hospital, New York, NY, USA.
Surgical Endoscopy
|February 2, 2023
Summary
Surgical video platforms offer advanced data analysis for quality improvement and research. Computer vision features like instrument tracking enhance surgical performance insights.
Area of Science:
- Surgical Technology
- Medical Informatics
- Computer Vision in Surgery
Background:
- Surgical video recording captures intraoperative data for quality improvement, research, and education.
- Available recording devices capture video and collateral data, including staff activity and instrument motion.
- Computer vision (CV) enables automated analysis like phase segmentation and instrument tracking.
Purpose of the Study:
- To survey available surgical video acquisition technologies and performance analysis platforms.
- To assess data acquisition capabilities, video quality, and synchronization with other data sources.
- To evaluate the availability of analytic tools, privacy, and data access.
Main Methods:
- A survey of video recording technology companies was conducted by the SAGES Artificial Intelligence Task Force.
- Nine companies were interviewed via video conference, each responding to a standardized set of 17 questions.
- Questions covered data acquisition, video quality, synchronization, analytics, privacy, and access.
Main Results:
- Most platforms (89%) record in Full HD (1080p) at 30 fps.
- A majority (67%) store data in the cloud; 44% offer CV-based phase segmentation, 33% tool tracking.
- Kinematic data is available from 22% of platforms, with one offering perfusion imaging.
Conclusions:
- Current surgical video platforms facilitate in-depth performance analysis via manual and automated review.
- Integration with robotic surgery is expected, with CV enhancing analysis for surgeons and trainees.
- Key AI features include phase segmentation, instrument tracking, and video blurring.
Related Concept Videos
01:14SBAR II: Application of SBAR
4.5K
SBAR is an effective communication tool used by healthcare professionals to communicate patient information accurately. SBAR stands for Situation, Background, Assessment, and Recommendation. For a better understanding, an example is given below.
SBAR Report from a Nurse to a Health Care Provider
S: "Hello, Dr. Smith. This is Jane, RN, from the Med Surg unit. I am calling to tell you about Ms. White in Room 210, who is experiencing increased pain and redness at her incision site. Her recent...
SBAR Report from a Nurse to a Health Care Provider
S: "Hello, Dr. Smith. This is Jane, RN, from the Med Surg unit. I am calling to tell you about Ms. White in Room 210, who is experiencing increased pain and redness at her incision site. Her recent...
4.5K
01:14Statistical Analysis System (SAS)
280
SAS, short for Statistical Analysis System, is a powerful data analysis, management, and visualization tool. Developed by the SAS Institute in the early 1970s, SAS has evolved into a comprehensive software suite used across various industries for statistical analysis, business intelligence, and predictive modeling.
Applications: SAS finds applications in numerous fields, including healthcare for clinical trial analysis, finance for risk assessment, marketing for customer data analysis, and...
Applications: SAS finds applications in numerous fields, including healthcare for clinical trial analysis, finance for risk assessment, marketing for customer data analysis, and...
280