Review
Copyright ©The Author(s) 2024.
Artif Intell Gastrointest Endosc. Jun 8, 2024; 5(2): 91424
Published online Jun 8, 2024. doi: 10.37126/aige.v5.i2.91424
Table 1 Technological advancement in endoscopic diagnosis and treatment of colorectal diseases
No.
Techniques
Technology
Clinical use diagnostic/therapeutic
Ref.
1ChromoendoscopyReal-time tissue enhancement using biocompatible dyesPolyp and adenoma detection, differentiation of benign from malignant lesions, dysplasia associated with IBD[111-114]
2Narrow band imagingPhysical spectral filters generate narrow bands of 415 and 540 nm in center wavelengthAdenoma detection, dysplasia associated with IBD[115,116]
3Blue light imagingNarrowed spectrum LED light of 410 nm and 450 nm enabling haemoglobin excitation and a positive mucosal contrastDifferentiation of non-neoplastic from neoplastic lesions, in vivo histology[117-119]
4Autofluorescence endoscopyFluorescence of fluorophores differentiate tissuesAdenoma detection, differentiation of non-neoplastic lesions from neoplastic lesions[120-123]
5Flexible spectral imaging color enhancementThis differentiation is based on the surface capillary patternDifferentiation of non-neoplastic from neoplastic lesions, in vivo histology[124-126]
6Linked color imagingPre-processing narrow band LED radiation and post-processing color technology to separate imported colors into red, green, and blue what enhances color differencesPolyp detection[127-129]
7i-SCANEnhancement of the image contrast through a real-time post-processing algorithm, basing the different reflective properties of normal and abnormal mucosaAdenoma detection, in vivo histology, disease activity in IBD, detection of neoplasia in IBD[130-133]
8i-SCAN OEIncorporation of a digital pre-processor optical enhancement to improve visualization of mucosal vascular patternDetection of pre-malignant lesions[134]
Table 2 Commercial artificial intelligence algorithms and its clinical use in colorectal diseases[135]
No.
Product name
Company
Integration
CAD mode
Regulatory (country, year)
Clinical use
1EndoBRAINCybernet System Co. (Tokyo, Japan)CF-290ECI, Olympus Co.CADxJapan, 2018Colorectal polyps endocytoscopy-computer-aided diagnosis
2EndoBRAIN-EYECybernet System Co.Olympus colonoscopesCADeJapan, 2020Colorectal polyps endocytoscopy-computer-aided diagnosis
3EndoBRAIN-PLUSCybernet System Co.CF-290ECI, Olympus Co.CADxJapan, 2020Image enhanced colonoscopy
4EndoBRAIN-UCCybernet System Co.CF-290ECI, Olympus Co.CADxJapan, 2020Image enhanced colonoscopy
5GI GeniusMedtronic Co. (Dublin, Ireland)Multi vendors possibleCADeUnited States, Europe, 2019Colorectal polyps
6DISCOVERYPentax Medical Co. (Tokyo, Japan)Pentax colonoscopeCADeEurope, 2020Colorectal polyps
7ENDO-AIDOlympus Co. (Tokyo, Japan)Olympus colonoscopesCADeEurope, 2020Colorectal polyps, real-time aid, texture and color enhancement imaging
8CAD-EYEFujifilm (Tokyo, Japan)Fukifilm colonoscopeCADe
CADx
Europe, Japan, 2020Colorectal polyps, real-time aid
9EndoScreenerShanghai Wision AI Co. (Shanghai, China)Multi vendorsCADeEurope, United States, 2021Colorectal polyps
10WISE VISIONNEC Co. (Tokyo, Japan)Multi vendorsCADeJapan, Europe, 2020Colorectal polyps
Table 3 Results of combined endo-laparoscopic surgery, segmental resection and outcome
No.
Number of patients
Complications (%)
Length of stay (d)
Procedure time (min)
Cost (dollars)/others
Ref.
123 SR; 23 CELSCELS: 13; SR: 47.8CELS: 4; SR: 7CELS: 135; SR: 200-Golda et al[107], 2022
211 CELS; 11 SRCELS: 0; SR: 9CELS: 0-3; SR: 2-5CELS: 66.73; SR: 204.7CELS: 5523.29; SR: 12626.33Jayaram et al[108], 2019
35 CELS; 9 SRCELS: 0; SR: 33.3CELS: 1; SR: 5CELS: 159; SR: 205-Lee et al[109], 2013
Table 4 Results of published series on surgery vs endoscopic intervention in malignant colorectal polyps and colonic obstruction
No.
Patients
Diagnosis
Complications (%)
Outcome (surgery vs endoscopy)
Ref.
1Of 2077 patients: Surgical resection (1340), endoscopic polypectomy (737)Malignant polypSurgery: 8.8. Endoscopy: 1.41-yr OS (92% vs 75%); 5-yr OS (88% vs 62%)Cooper et al[136], 2012
2Of 13157 patients: Surgical resection (11113), endoscopic polypectomy (2044)Malignant polyp-Right colon polyps: < 20 mm polyp: 94.5% vs 94.3% (P = 0.9); 20-39 mm: 91.8% vs 74.2% (P < 0.01); > 40 mm: 92.4% vs 60% (P < 0.01)Gangireddy et al[137], 2018
3Of 31062 patients: Surgical resection (28469), endoscopic polypectomy (2593)Malignant polyp-5-yr OS: 86.1% vs 80.6% (P < 0.05)Lowe et al[138], 2020
4Of 12 studies (meta-analysis)Malignant obstructionSEMS: 32.7. ES: 48.2 (RR = 0.61, 95%CI: 0.41-0.91)Mortality (RR = 1.06, 95%CI: 0.55-2.04). Successful primary anastomosis (SEMS: 69.75% vs ES: 55.07%) (RR = 1.26, 95%CI: 1.01-1.57)Cirocchi et al[55], 2021
5Of 167 patients: SEMS (115), ES (52)Malignant obstructionSEMS: 20. ES: 30.85-yr OS: 85.6 vs 82.6% (P = 0.68)Kim et al[54], 2023