NCT07344155

SOAR: Surgery Objective Analysis and Review

• Status: Not Yet Recruiting
• Phase: —
• Study type: Observational
• Enrollment: 100 (estimated)
• Sponsor: Johns Hopkins University · Academic / Other
• Sex: All
• Age: 18 Years
• Healthy volunteers: Accepted

Summary

The purpose of this pilot study is to determine the feasibility and usability of a surgical software training platform called the SOAR Webapp that will allow Johns Hopkins surgical trainees to receive rapid qualitative and quantitative feedback on both technical skills and surgical decision-making. The SOAR Webapp is a software device comprised of artificial intelligence (AI) computer vision algorithms embedded in a standalone mobile application. The software will be able to take laparoscopic videos as input and output the automated assessments for users. The investigators will also set up the clinical and logistical infrastructure needed to conduct a pilot study to evaluate the effectiveness of the SOAR computer vision system in facilitating video-based review of trainee performed operations with feedback from an expert attending surgeon. The investigators hypothesize that the video review features of the SOAR Webapp will be an effective training aid and has the potential to improve surgical education and training.

Conditions

• Surgical Education and Skill Acquisition

Interventions

Type	Name	Description
OTHER	SOAR Webapp-Based Video Review and Feedback	Surgical residents will use the SOAR Webapp, a video-based surgical education platform, to review intracorporeal laparoscopic procedure recordings and receive structured feedback on technical skills and surgical decision-making. The intervention includes post-operative video review with an expert surgeon and automated analytic outputs generated by computer vision algorithms, including performance metrics and annotated video segments. The intervention is used for educational and training purposes only and does not alter patient care.

Timeline

• Start date: 2026-04-01
• Primary completion: 2026-12-31
• Completion: 2027-12-01
• First posted: 2026-01-15
• Last updated: 2026-03-27