Video Archiving and Communication System (VACS): A Progressive Approach, Design, Implementation, and Benefits for Surgical Videos

김덕석; 황우중; 배준성; 박혜연; 김광기

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자료유형: 학술저널

저자정보: 김덕석 (MTEG) 황우중 (MTEG) 배준성 (MTEG) 박혜연 (MTEG) 김광기 (가천대학교)

저널정보: 대한의료정보학회 Healthcare Informatics Research Healthcare Informatics Research 제27권 제2호

발행연도: 2021.1

수록면: 162 - 167 (6page)

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Objectives: As endoscopic, laparoscopic, and robotic surgical procedures become more common, surgical videos are increasinglybeing treated as records and serving as important data sources for education, research, and developing new solutionswith recent advances in artificial intelligence (AI). However, most hospitals do not have a system that can store and managesuch videos systematically. This study aimed to develop a system to help doctors manage surgical videos and turn them intocontent and data. Methods: We developed a video archiving and communication system (VACS) to systematically processsurgical videos. The VACS consists of a video capture device called SurgBox and a video archiving system called SurgStory. SurgBox automatically transfers surgical videos recorded in the operating room to SurgStory. SurgStory then analyzes thesurgical videos and indexes important sections or video frames to provide AI reports. It allows doctors to annotate classifiedindexing frames, “data-ize” surgical information, create educational content, and communicate with team members. Results:The VACS collects surgical and procedural videos, and helps users manage archived videos. The accuracy of a convolutionalneural network learning model trained to detect the top five surgical instruments reached 96%. Conclusions: With the adventof the VACS, the informational value of medical videos has increased. It is possible to improve the efficiency of doctors’ continuingeducation by making video-based online learning more active and supporting research using data from medical videos. The VACS is expected to promote the development of new AI-based products and services in surgical and procedural fields.

#General Surgery #Artificial Intelligence #Education #Information Management

참고문헌 (3)

참고문헌 신청

Sheetz KH / 2020 / Trends in the adoption of robotic surgery for common surgical procedures / JAMA Netw Open 3(1):e1918911

Makhni EC / 2015 / Using wearable technology to record surgical videos / Am J Orthop(Belle Mead NJ) 44(4):163~166

Mota P / 2018 / Video-based surgical learning : improving trainee education and preparation for surgery / J Surg Educ 75(3):828~835

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