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Ogata, Haruhiko

https://orcid.org/0000-0002-3304-3635

Mayo Clinic

Keio University

Citations 2

Benefits and challenges in implementation of artificial intelligence in colonoscopy: World Endoscopy Organization position statement
Hassan, Cesare , Halvorsen, Natalie , Berzin, Tyler M. , Renteln, Daniel von , Hewett, David G. , Repici, Alessandro , Ramchandani, Mohan , Khatry, Maryam Al , Yu, Honggang , Saito, Yutaka , Misawa, Masashi , Parasa, Sravanthi , Matsubayashi, Carolina Ogawa , Ogata, Haruhiko , Tajiri, Hisao, Ahmad, Omer F. , Rex, Douglas K. , Berzin, Tyler M , Hewett, David G , Wang, Pu , Saito, Yutaka , Misawa, Masashi , Matsubayashi, Carolina Ogawa , Hassan, Cesare , Mori, Yuichi , East, James E. , Byrne, Michael F. , Kudo, Shin‐ei , Wang, Pu , Pausawasdi, Nonthalee , Dekker, Evelien , Sharma, Prateek

Digestive Endoscopy | February 7, 2023 | Volume: 35 | Issue: 4 | Pages: 422-429

10.1111/den.14531 Get It

The number of artificial intelligence (AI) tools for colonoscopy on the market is increasing with supporting clinical evidence. Nevertheless, their implementation is not going smoothly for a variety of reasons, including lack of data on clinical benefits and cost‐effectiveness, lack of trustworthy guidelines, uncertain indications, and cost for implementation. To address this issue and better guide practitioners, the World Endoscopy Organization (WEO) has provided its perspective about the status of AI in colonoscopy as the position statement. WEO Position Statement: Statement 1.1: Computer‐aided detection (CADe) for colorectal polyps is likely to improve colonoscopy effectiveness by reducing adenoma miss rates and thus increase adenoma detection; Statement 1.2: In the short term, use of CADe is likely to increase health‐care costs by detecting more adenomas; Statement 1.3: In the long term, the increased cost by CADe could be balanced by savings in costs related to cancer treatment (surgery, chemotherapy, palliative care) due to CADe‐related cancer prevention; Statement 1.4: Health‐care delivery systems and authorities should evaluate the cost‐effectiveness of CADe to support its use in clinical practice; Statement 2.1: Computer‐aided diagnosis (CADx) for diminutive polyps (≤5 mm), when it has sufficient accuracy, is expected to reduce health‐care costs by reducing polypectomies, pathological examinations, or both; Statement 2.2: Health‐care delivery systems and authorities should evaluate the cost‐effectiveness of CADx to support its use in clinical practice; Statement 3: We recommend that a broad range of high‐quality cost‐effectiveness research should be undertaken to understand whether AI implementation benefits populations and societies in different health‐care systems.
Superiority of urgent vs early endoscopic hemostasis in patients with upper gastrointestinal bleeding with high-risk stigmata
Horibe, Masayasu , Iwasaki, Eisuke , Matsuzaki, Juntaro , Bazerbachi, Fateh , Kaneko, Tetsuji , Minami, Kazuhiro , Fukuhara, Seiichiro , Masaoka, Tatsuhiro , Namiki, Shin, Hosoda, Yasuo , Ogata, Haruhiko , Bazerbachi, F , Hosoe, Naoki , Ogura, Yuki , Hosoda, Yasuo, Kanai∥, Takanori

Gastroenterology Report | October 6, 2021 | Volume: 9 | Issue: 6 | Pages: 543-551

10.1093/gastro/goab042 Get It

Abstract Background Guidelines recommend that all patients with upper gastrointestinal bleeding (UGIB) undergo endoscopy within 24 h. It is unclear whether a subgroup may benefit from an urgent intervention. We aimed to evaluate the influence of endoscopic hemostasis and urgent endoscopy on mortality in UGIB patients with high-risk stigmata (HRS). Methods Consecutive patients with suspected UGIB were enrolled in three Japanese hospitals with a policy to perform endoscopy within 24 h. The primary outcome was 30-day mortality. Endoscopic hemostasis and endoscopy timing (urgent, ≤6 h; early, >6 h) were evaluated in a regression model adjusting for age, systolic pressure, heart rate, hemoglobin, creatinine, and variceal bleeding in multivariate analysis. A propensity score of 1:1 matched sensitivity analysis was also performed. Results HRS were present in 886 of 1966 patients, and 35 of 886 (3.95%) patients perished. Median urgent-endoscopy time (n = 769) was 3.0 h (interquartile range [IQR], 2.0–4.0 h) and early endoscopy (n = 117) was 12.0 h (IQR, 8.5–19.0 h). Successful endoscopic hemostasis and urgent endoscopy were significantly associated with reduced mortality in multivariable analysis (odds ratio [OR], 0.22; 95% confidence interval [CI], 0.09–0.52; P = 0.0006, and OR, 0.37; 95% CI, 0.16–0.87; P = 0.023, respectively). In a propensity-score-matched analysis of 115 pairs, adjusted comparisons showed significantly lower mortality of urgent vs early endoscopy (2.61% vs 7.83%, P < 0.001). Conclusions A subgroup of UGIB patients, namely those harboring HRS, may benefit from endoscopic hemostasis and urgent endoscopy rather than early endoscopy in reducing mortality. Implementing triage scores that predict the presence of such lesions is important.