Research on Identifying Critical Surgical Anatomy in Cholecystectomy Videos Based on Deep Learning
Status: Recruiting
Location: See all (5) locations...
Intervention Type: Diagnostic test
Study Type: Observational
SUMMARY
Laparoscopic cholecystectomy is a common surgical procedure, but it carries the potential for bile duct injury and other surgical risks. To provide visual assistance to surgeons during surgery and mitigate these risks, this research project aims to develop a real-time object recognition algorithm based on deep learning technology. This algorithm will label key anatomical structures in laparoscopic cholecystectomy videos, providing surgeons with immediate information on dangerous and safe areas.
Eligibility
Participation Requirements
Sex: All
Minimum Age: 18
Healthy Volunteers: f
View:
• Patients aged 18 or above who are diagnosed by a doctor as needing laparoscopic cholecystectomy
Locations
Other Locations
China
Beijing Anzhen Hospital, Capital Medical University
RECRUITING
Beijing
Beijing Luhe Hospital, Capital Medical University
RECRUITING
Beijing
Peking university people's hospital
RECRUITING
Beijing
Shanghai East Hospital of Tongji University
RECRUITING
Shanghai
The First Affiliated Hospital of Zhengzhou University
RECRUITING
Zhengzhou
Contact Information
Primary
Di Dong, Ph.D
di.dong@ia.ac.cn
+86 010-82618465
Backup
Qian Liang, M.A.
liangqian2016@ia.ac.cn
Time Frame
Start Date: 2025-08-15
Estimated Completion Date: 2028-08-15
Participants
Target number of participants: 200
Treatments
The First Affiliated Hospital of Zhengzhou University
patients aged 18 years and older diagnosed with laparoscopic cholecystectomy. We will collect information such as laparoscopic cholecystectomy videos and procedure type, excluding patients who did not undergo surgery at the original hospital or whose videos were blurry.
Beijing Luhe Hospital, Capital Medical University
patients aged 18 years and older diagnosed with laparoscopic cholecystectomy. We will collect information such as laparoscopic cholecystectomy videos and procedure type, excluding patients who did not undergo surgery at the original hospital or whose videos were blurry.
Shanghai East Hospital of Tongji University
patients aged 18 years and older diagnosed with laparoscopic cholecystectomy. We will collect information such as laparoscopic cholecystectomy videos and procedure type, excluding patients who did not undergo surgery at the original hospital or whose videos were blurry.
Peking university people's hospital
patients aged 18 years and older diagnosed with laparoscopic cholecystectomy. We will collect information such as laparoscopic cholecystectomy videos and procedure type, excluding patients who did not undergo surgery at the original hospital or whose videos were blurry
Related Therapeutic Areas
Sponsors
Collaborators: Capital Medical University, Beijing Anzhen Hospital, The First Affiliated Hospital of Zhengzhou University, Shanghai East Hospital of Tongji University, Peking University People's Hospital
Leads: Chinese Academy of Sciences