Colon capsule endoscopy versus CT colonography after incomplete colonoscopy. Application of artificial intelligence algorithms to identify complete colonic investigations

被引:28
作者
Deding, U. [1 ,2 ]
Herp, J. [3 ]
Havshoei, A-L [2 ]
Kobaek-Larsen, M. [1 ,2 ]
Buijs, M. M. [1 ,2 ]
Nadimi, E. S. [3 ]
Baatrup, G. [1 ,2 ]
机构
[1] Univ Southern Denmark, Dept Clin Res, Odense, Denmark
[2] Odense Univ Hosp, Dept Surg, Odense, Denmark
[3] Univ Southern Denmark, Maersk McKinney Moller Inst, Appl & Data Sci Grp, Fac Engn, Odense, Denmark
关键词
Colon capsule endoscopy; camera capsule endoscopy; computed tomography colonography; CT colonography; artificial intelligence; optical colonoscopy; colonoscopy; colon cancer; colorectal cancer; endoscopy;
D O I
10.1177/2050640620937593
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Background Guidelines suggest computed tomography colonography (CTC) following incomplete optical colonoscopy (OC). Colon capsule endoscopies (CCE) have been suggested as an alternative, although completion rates have been unsatisfactory. Introduction of artificial intelligence (AI)-based localization algorithms of the camera capsules may enable identification of incomplete CCE investigations overlapping with incomplete OCs. Objective The study aims to investigate relative sensitivity of CCE compared with CTC following incomplete OC, investigate the completion rate when combining results from the incomplete OC and CCE, and develop a forward-tracking algorithm ensuring a safe completeness of combined investigations. Methods In this prospective paired study, patients with indication for CTC following incomplete OC were included for CCE and CTC. Location of CCE abortion and OC abortion were registered to identify complete combined investigations. AI-based algorithm for localization of capsules were developed reconstructing the passage of the colon. Results In 237 individuals with CTC indication; 105 were included, of which 97 underwent both a CCE and CTC. CCE was complete in 66 (68%). Including CCEs which reached most oral point of incomplete OC, 73 (75%) had complete colonic investigations; 78 (80%) had conclusive investigations. Relative sensitivity of CCE compared with CTC was 2.67 (95% confidence interval (CI) 1.76;4.04) for polyps >5 mm and 1.91 (95% CI 1.18;3.09) for polyps >9 mm. An AI-based algorithm was developed. Conclusion Sensitivity of CCE following incomplete OC was superior to CTC. Introducing and improving algorithm-based localization of capsule abortion may increase identification of overall complete investigation rates following incomplete OC. ClinicalTrials.gov identifier: NCT02826993
引用
收藏
页码:782 / 789
页数:8
相关论文
共 28 条
[1]   Effects of Colon Capsule Endoscopy on Medical Decision Making in Patients With Incomplete Colonoscopies [J].
Alarcon-Fernandez, Onofre ;
Ramos, Laura ;
Adrian-de-Ganzo, Zaida ;
Zebenzuy Gimeno-Garcia, Antonio ;
Nicolas-Perez, David ;
Jimenez, Alejandro ;
Quintero, Enrique .
CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, 2013, 11 (05) :534-+
[2]   PillCamColon2 after incomplete colonoscopy - A prospective multicenter study [J].
Baltes, Peter ;
Bota, Marc ;
Albert, Joerg ;
Philipper, Michael ;
Hoerster, Hans-Georg ;
Hagenmueller, Friedrich ;
Steinbrueck, Ingo ;
Jakobs, Ralf ;
Bechtler, Matthias ;
Hartmann, Dirk ;
Neuhaus, Horst ;
Charton, Jean-Pierre ;
Mayershofer, Rupert ;
Hohn, Horst ;
Roesch, Thomas ;
Groth, Stefan ;
Nowak, Tanja ;
Wohlmuth, Peter ;
Keuchel, Martin .
WORLD JOURNAL OF GASTROENTEROLOGY, 2018, 24 (31) :3556-3566
[3]  
Bao G, 2015, IEEE SENS J, V15, P10
[4]   Capsule endoscopy vs. colonoscopy vs. histopathology in colorectal cancer screening: matched analyses of polyp size, morphology, and location estimates [J].
Blanes-Vidal, Victoria ;
Nadimi, Esmaeil S. ;
Buijs, Maria Magdalena ;
Baatrup, Gunnar .
INTERNATIONAL JOURNAL OF COLORECTAL DISEASE, 2018, 33 (09) :1309-1312
[5]   Role of Colonoscopy and Polyp Characteristics in Colorectal Cancer After Colonoscopic Polyp Detection A Population-Based Case-Control Study [J].
Brenner, Hermann ;
Chang-Claude, Jenny ;
Jansen, Lina ;
Seiler, Christoph M. ;
Hoffmeister, Michael .
ANNALS OF INTERNAL MEDICINE, 2012, 157 (04) :225-233
[6]   Intra and inter-observer agreement on polyp detection in colon capsule endoscopy evaluations [J].
Buijs, Maria Magdalena ;
Kroijer, Rasmus ;
Kobaek-Larsen, Morten ;
Spada, Cristiano ;
Fernandez-Urien, Ignacio ;
Steele, Robert J. C. ;
Baatrup, Gunnar .
UNITED EUROPEAN GASTROENTEROLOGY JOURNAL, 2018, 6 (10) :1563-1568
[7]   Comparison of the accuracy of two tests with a confirmatory procedure limited to positive results [J].
Cheng, H ;
Macaluso, M .
EPIDEMIOLOGY, 1997, 8 (01) :104-106
[8]  
de Vries AH, 2010, EUR RADIOL, V20, P10
[9]  
Greuter M, 2017, ANN INTERN MED, V167, P11
[10]  
Hassan C, 2013, ENDOSCOPY, V45, P10