In a new study published in the journal Clinical Gastroenterology and Hepatology, a multicenter team of researcher-clinicians led by gastroenterologists at Beth Israel Deaconess Medical Center (BIDMC) assessed whether artificial intelligence-based computer aided adenoma detection can improve colonoscopy quality by reducing the miss rate. The researchers reported a relative reduction of the miss rate by nearly a third when computer-aided detection was used in conjunction with standard-of-care colonoscopy. The study is the first randomized trial examining the role of a deep-learning based computer-aided detection system during colonoscopy in the United States and is also one of the first randomized trials examining the role of an artificial intelligence intervention in any field of medicine.
“Our study demonstrates that computer-aided polyp detection has the potential to decrease variability in colonoscopy quality among providers by reducing the miss rate even for experienced physicians,” said senior author Tyler M. Berzin, MD, director of the Advanced Endoscopy Fellowship at BIDMC. “These results suggest that artificial intelligence may be an important tool to help reduce the incidence of colorectal cancer in the U.S. through improvements in screening quality.”
For their prospective, multicenter trial, Berzin, also an associate professor of medicine at Harvard Medical School, and colleagues enrolled 223 patients presenting for colorectal cancer screening or surveillance at four academic medical centers in the U.S. from 2019 through 2020. All patients underwent both the standard high-definition, white light colonoscopy and a computer-aided detection assisted colonoscopy. Half were randomized to undergo the standard colonoscopy first, followed immediately by the other procedure in tandem fashion by the same endoscopist. The other enrollees were randomized to receive the procedures in reverse order.
The team found that for the group that underwent computer-aided colonoscopy first, the adenoma miss rate was just above 20 percent, significantly lower than the 34 percent miss rate among those who received standard high-definition white light colonoscopy first.
“This trial has implications beyond colorectal screenings, as we believe it to be one of the first U.S. prospective randomized control trials evaluating an artificial intelligence technology in any field of medicine,” said first author Jeremy R. Glissen Brown, MD, a fellow in the Division of Gastroenterology & Hepatology at BIDMC. “While deep learning for the purposes of artificial intelligence has been area of intense commercial and research focus for the past five years, it is crucial that we collect high-quality, rigorous data in the form of randomized clinical trials in order for us to incorporate AI safely and effectively in medical practice.”
Co-authors include Maria Aguilera Chuchuca, MD, Madhuri Chandnani, MD, and Scott B. Minchenberg, MD, PhD, of BIDMC; Nabil M. Mansour, MD, of Baylor College of Medicine; Pu Wang, MD, of Sichuan Academy of Medical Sciences & Sichuan Provincial People’s Hospital; Lin Liu, PhD, of the Institute of Natural Science Shanghai; Seth A. Gross, MD, FACG, FASGE, of New York University Langone Health System; and Neil Sengupta, MD, FACG, of University of Chicago Medicine.
This was an investigator-initiated study, with research software and study funding provided by Wision, LLC. Lin Liu acknowledges funding support by Shanghai Municipal Science and Technology Major Project No.2021SHZDZX0102, Major Program of National Natural Science Foundation of China No.12090024 and Shanghai Natural Science Foundation Grant No.21ZR1431000. Berzin has served as consultant for Wision AI, Fujifilm and Medtronic. Gross has served as a consultant for Olympus. The remaining authors have no conflicts of interest to disclose.
About Beth Israel Deaconess Medical Center
Beth Israel Deaconess Medical Center is a patient care, teaching and research affiliate of Harvard Medical School and consistently ranks as a national leader among independent hospitals in National Institutes of Health funding. BIDMC is the official hospital of the Boston Red Sox.
Beth Israel Deaconess Medical Center is a part of Beth Israel Lahey Health, a health care system that brings together academic medical centers and teaching hospitals, community and specialty hospitals, more than 4,800 physicians and 36,000 employees in a shared mission to expand access to great care and advance the science and practice of medicine through groundbreaking research and education.