Review
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Computer-aided polyp characterization in colonoscopy: sufficient performance or not?
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Natalie Halvorsen, Yuichi Mori
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Clin Endosc 2024;57(1):18-23. Published online January 5, 2024
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DOI: https://doi.org/10.5946/ce.2023.092
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Abstract
PDFPubReaderePub
- Computer-assisted polyp characterization (computer-aided diagnosis, CADx) facilitates optical diagnosis during colonoscopy. Several studies have demonstrated high sensitivity and specificity of CADx tools in identifying neoplastic changes in colorectal polyps. To implement CADx tools in colonoscopy, there is a need to confirm whether these tools satisfy the threshold levels that are required to introduce optical diagnosis strategies such as “diagnose-and-leave,” “resect-and-discard” or “DISCARD-lite.” In this article, we review the available data from prospective trials regarding the effect of multiple CADx tools and discuss whether they meet these thresholds.
Original Articles
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Utility of narrow-band imaging with or without dual focus magnification in neoplastic prediction of small colorectal polyps: a Vietnamese experience
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Tien Manh Huynh, Quang Dinh Le, Nhan Quang Le, Huy Minh Le, Duc Trong Quach
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Clin Endosc 2023;56(4):479-489. Published online May 24, 2023
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DOI: https://doi.org/10.5946/ce.2022.212
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Graphical Abstract
Abstract
PDFSupplementary MaterialPubReaderePub
- Background
/Aims: Accurate neoplastic prediction can significantly decrease costs associated with pathology and unnecessary colorectal polypectomies. Narrow band imaging (NBI) and dual-focus (DF) mode are promising emerging optical technologies for recognizing neoplastic features of colorectal polyps digitally. This study aimed to clarify the clinical usefulness of NBI with and without DF assistance in the neoplastic prediction of small colorectal polyps (<10 mm).
Methods
This cross-sectional study included 530 small colorectal polyps from 343 consecutive patients who underwent colonoscopy at the University Medical Center from September 2020 to May 2021. Each polyp was endoscopically diagnosed in three successive steps using white-light endoscopy (WLE), NBI, and NBI-DF and retrieved for histopathological assessment. The diagnostic accuracy of each modality was evaluated with reference to histopathology.
Results
There were 295 neoplastic polyps and 235 non-neoplastic polyps. The overall accuracies of WLE, WLE+NBI, and WLE+NBI+NBI-DF in the neoplastic prediction of colorectal polyps were 70.8%, 87.4%, and 90.8%, respectively (p<0.001). The accuracy of WLE+NBI+NBI-DF was significantly higher than that of WLE+NBI in the polyp size ≤5 mm subgroup (87.3% vs. 90.1%, p<0.001).
Conclusions
NBI improved the real-time neoplastic prediction of small colorectal polyps. The DF mode was especially useful in polyps ≤5 mm in size.
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Citations
Citations to this article as recorded by
- Effectiveness of Dual-Focus Magnification on Confidence Levels in Optical Diagnosis of Small Colorectal Polyps
Tien M Huynh, Quang D Le, Nhan Q Le , Huy M Le , Duc T Quach
Cureus.2024;[Epub] CrossRef - Implementing narrow banding imaging with dual focus magnification for histological prediction of small rectosigmoid polyps in Vietnamese setting
Tien Manh Huynh, Quang Dinh Le, Nhan Quang Le, Huy Minh Le, Duc Trong Quach
JGH Open.2024;[Epub] CrossRef - The role of narrow-band imaging with or without dual focus in the detection of polyps smaller than 10 mm, especially diminutive polyps
Jin Hwa Park
Clinical Endoscopy.2023; 56(4): 455. CrossRef - Strategy for post-polypectomy colonoscopy surveillance: focus on the revised Korean guidelines
Yong Soo Kwon, Su Young Kim
Journal of the Korean Medical Association.2023; 66(11): 652. CrossRef
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Optical diagnosis by near-focus versus normal-focus narrow band imaging colonoscopy in colorectal polyps based on combined NICE and WASP classification: a randomized controlled trial
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Nisa Netinatsunton, Natcha Cheewasereechon, Tanawat Pattarapuntakul, Jaksin Sottisuporn, Kanet Kanjanapradit, Bancha Ovartlarnporn
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Clin Endosc 2022;55(5):645-654. Published online September 8, 2022
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DOI: https://doi.org/10.5946/ce.2022.048
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Abstract
PDFSupplementary MaterialPubReaderePub
- Background
/Aims: Narrow Band Imaging (NBI) International Colorectal Endoscopic (NICE) and Workgroup Serrated Polyps and Polyposis (WASP) classifications were developed for optical diagnosis of neoplastic and sessile serrated polyps, respectively. Near-focus NBI with NICE combined with WASP criteria for optical diagnosis of colonic polyps has not yet been evaluated. We aimed to compare the accuracy of near-focus NBI (group A) with normal-focus NBI (group B) in real-time optical diagnosis of colorectal polyps using combined NICE and WASP criteria.
Methods
Among 362 patients, 118 with 227 polyps were recruited. Groups A and B included 62 patients with 130 polyps (three lost polyps) and 56 patients with 106 polyps (six lost polyps), respectively. Optical diagnoses were compared with pathological reports.
Results
The accuracy of optical diagnosis of neoplastic polyps in groups A and B was not significantly different (76% vs. 71%, p=0.52). WASP criteria provided all false positive diagnoses of sessile polyps as serrated polyps in 31 (16.2%) patients.
Conclusions
Near-focus NBI was not superior to normal-focus NBI in optical diagnostics of neoplastic polyps using NICE criteria. In our study, WASP classification yielded all false positives in the diagnosis of sessile serrated adenomas/polyps. Routine real-life optical diagnosis of polyps is still unadvisable.
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Citations
Citations to this article as recorded by
- Colonoscopy Quality, Innovation, and the Assessment of New Technology
Sanjay R.V. Gadi, Sriya S. Muralidharan, Jeremy R. Glissen Brown
Techniques and Innovations in Gastrointestinal Endoscopy.2024; 26(2): 177. CrossRef - Endoscopic characteristics and performance of WASP classification in the diagnosis of colorectal sessile‐serrated lesions in Vietnamese patients
Nhu Thi Hanh Vu, Huy Minh Le, Diem Thi‐Ngoc Vo, Nhan Quang Le, Dung Dang Quy Ho, Duc Trong Quach
JGH Open.2024;[Epub] CrossRef - Classification and endoscopic diagnosis of colorectal polyps
Ji Hyun Kim, Sung Chul Park
Journal of the Korean Medical Association.2023; 66(11): 633. CrossRef - Understanding colorectal polyps to prevent colorectal cancer
Dong-Hoon Yang
Journal of the Korean Medical Association.2023; 66(11): 626. CrossRef - AI-powered medical devices for practical clinicians including the diagnosis of colorectal polyps
Donghwan Kim, Eunsun Kim
Journal of the Korean Medical Association.2023; 66(11): 658. CrossRef - Detecting colorectal lesions with image-enhanced endoscopy: an updated review from clinical trials
Mizuki Nagai, Sho Suzuki, Yohei Minato, Fumiaki Ishibashi, Kentaro Mochida, Ken Ohata, Tetsuo Morishita
Clinical Endoscopy.2023; 56(5): 553. CrossRef
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Focused Review Series: Optical Diagnosis and New Management Strategys of Colorectal Polyps
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Optical Diagnosis of Small Colorectal Polyp Histology with High-Definition Colonoscopy Using Narrow Band Imaging
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Amit Rastogi
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Clin Endosc 2013;46(2):120-129. Published online March 31, 2013
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DOI: https://doi.org/10.5946/ce.2013.46.2.120
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Abstract
PDFPubReaderePub
Optical diagnosis of polyp histology can potentially result in enormous cost savings by way of the "resect and discard" strategy for diminutive polyps and the "do not resect" strategy for diminutive hyperplastic polyps in the distal colon. Narrow Band Imaging (NBI) highlights the surface mucosal and vascular pattern on polyps and has been shown to accurately characterize adenomatous and hyperplastic polyps by experts. However, the results have been a little discouraging amongst lesser experienced endoscopists. Studies have also shown that using the NBI diagnosis of diminutive polyp histology, experts can accurately define the future surveillance colonoscopy intervals. However nonexperts in academic or community setting have as yet failed to achieve the recommended thresholds. The subjectivity in assessment by endoscopists leads to the variable accuracy rates and can be circumvented by computer based automated tools. Although initial experience with a few computer based algorithms have shown accuracies comparable to experts, further refinement and validation will be required before these can be implemented in clinical practice. Incorporation of optical diagnosis of diminutive polyps into clinical practice is bound to face several hurdles. But the potential for enormous cost saving makes it an attractive strategy that can make colonoscopy more cost effective.
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Citations
Citations to this article as recorded by
- Solutions for submucosal injection: What to choose and how to do it
Rui Castro, Diogo Libânio, Inês Pita, Mário Dinis-Ribeiro
World Journal of Gastroenterology.2019; 25(7): 777. CrossRef - Optical Diagnosis of Colorectal Cancer
红梅 于
Medical Diagnosis.2019; 09(02): 52. CrossRef - Randomized Controlled Trial of Self-directed Versus In-Classroom Education of Narrow Band Imaging in Diagnosing Colorectal Polyps Using the NICE Criteria
James E. Allen, Prashanth Vennalaganti, Neil Gupta, Benjamin Hornung, Abhishek Choudhary, Mohammad Titi, Benjamin R. Alsop, Diego Lim, Prateek Sharma
Journal of Clinical Gastroenterology.2018; 52(5): 413. CrossRef - Correlation between microvascular characteristics and the expression of MVD, IGF-1 and STAT3 in the development of colonic polyps carcinogenesis
Hong Liu, Jing Wu, Xiang-Chun Liu, Nan Wei, Kui-Liang Liu, Yan-Hui Ma, Hong Chang, Quan Zhou
Experimental and Therapeutic Medicine.2017; 13(1): 49. CrossRef - Computer vision and augmented reality in gastrointestinal endoscopy: Figure 1.
Nadim Mahmud, Jonah Cohen, Kleovoulos Tsourides, Tyler M. Berzin
Gastroenterology Report.2015; 3(3): 179. CrossRef - New Paradigms in Polypectomy
Ana Ignjatovic Wilson, Brian P. Saunders
Gastrointestinal Endoscopy Clinics of North America.2015; 25(2): 287. CrossRef - Optical diagnosis of small colorectal polyps during colonoscopy: When to resect and discard?
Ana Wilson
Best Practice & Research Clinical Gastroenterology.2015; 29(4): 639. CrossRef - Tools for Polyp Histology Prediction
Shreyas Saligram, Amit Rastogi
Gastrointestinal Endoscopy Clinics of North America.2015; 25(2): 261. CrossRef - Advances in the removal of diminutive colorectal polyps
Silvia Paggi, Franco Radaelli, Alessandro Repici, Cesare Hassan
Expert Review of Gastroenterology & Hepatology.2015; 9(2): 237. CrossRef - Comparison of Narrow Band Imaging and Fujinon Intelligent Color Enhancement in Predicting Small Colorectal Polyp Histology
Hae Yeon Kang, Young Sun Kim, Seung Joo Kang, Goh Eun Chung, Ji Hyun Song, Sun Young Yang, Seon Hee Lim, Donghee Kim, Joo Sung Kim
Digestive Diseases and Sciences.2015; 60(9): 2777. CrossRef - Advanced colonoscopic imaging using endocytoscopy
Helmut Neumann, Shin‐Ei Kudo, Ralf Kiesslich, Markus F. Neurath
Digestive Endoscopy.2015; 27(2): 232. CrossRef - Small Colorectal Polyps
Rainer Schoefl, Alexander Ziachehabi, Friedrich Wewalka
Digestive Diseases.2015; 33(1): 38. CrossRef - Diminutive and Small Colorectal Polyps: The Pathologist's Perspective
Yun Kyung Kang
Clinical Endoscopy.2014; 47(5): 404. CrossRef - Highlights of the 48th Seminar of Korean Society of Gastrointestinal Endoscopy
Kwang An Kwon, Il Ju Choi, Eun Young Kim, Seok Ho Dong, Ki Baik Hahm
Clinical Endoscopy.2013; 46(3): 203. CrossRef
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Introduction: What Are New Roles of Current Colonoscopy?
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Hyung Wook Kim
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Clin Endosc 2013;46(2):118-119. Published online March 31, 2013
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DOI: https://doi.org/10.5946/ce.2013.46.2.118
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Abstract
PDFPubReaderePub
The recent advances in endoscopic imaging technologies make great changes in the management of colorectal polyps. These changes include optical histologic diagnosis with high definition colonscopy, new management strategies such as resect and discard or do not resect, and differentiation of depth of submucosal invasion. In this focused review series, these new paradigms in management of colorectal polyps are discussed by three, world famous authors. First, Amit Rastogi explained optical diagnosis of small colorectal polyp with high definition colonoscopy using narrow band imaging. Second, Cesare Hassan explained new paradigms for colonoscopic management of diminutive colorectal polyps: resect and discard or do not resect. In the last, Shinji Tanaka described, in detail, endoscopic assessment of invasive colorectal cancer: slight vs. deep submucosal invasion. These focused review series introduce the new roles of current colonoscopy to readers and will help the readers to know how to use the new imaging technologies and paradigms in clinical practices.
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Citations
Citations to this article as recorded by
- Protein-Based Nanoplatform for Detection of Tumorigenic Polyps in the Colon Via Noninvasive Mucosal Routes
Chun-Chieh Chen, Mo A Baikoghli, R Holland Cheng
Pharmaceutical Patent Analyst.2021; 10(1): 13. CrossRef
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