Real-time artificial intelligence for detecting focal lesions and diagnosing neoplasms of the stomach by white-light endoscopy (with videos)

Author(s):  
Lianlian Wu ◽  
Ming Xu ◽  
Xiaoda Jiang ◽  
Xinqi He ◽  
Heng Zhang ◽  
...  
2011 ◽  
Vol 73 (4) ◽  
pp. AB306 ◽  
Author(s):  
Andres Sanchez Yague ◽  
Teresa Pereda ◽  
Juana Isabel Cid-Mañas ◽  
Angel Gonzalez Canoniga ◽  
Cristina Lopez Muñoz ◽  
...  

Author(s):  
Erwin J Alles ◽  
George Dwyer ◽  
Richard J Colchester ◽  
Efthymios Maneas ◽  
Danail Stoyanov ◽  
...  

2012 ◽  
Vol 05 (04) ◽  
pp. 1250026 ◽  
Author(s):  
HONGCHUN BAO ◽  
ALEX BOUSSIOUTAS ◽  
MCGEAREY ALEIXANDRIA ◽  
RITA BUSUTTIL ◽  
MIN GU

Real-time in vivo microscopic imaging has become a reality with the advent of confocal and nonlinear endomicroscopy. These devices are best utilized in conjunction with standard white light endoscopy. We evaluated the use of fluorescence endomicroscopy in detecting microscopic abnormalities in colonic tissues. Mice of C57bl/6 strain had intraperitoneal injection with azoxymethane once every week for five weeks and littermates, not exposed to azoxymethane served as controls. After 14 weeks, intestines were imaged by fluorescence endomicroscopy. The images show obvious cellular structural differences between those two groups of mice. The difference in endomicroscopy imaging can be used for identifying tissues suspicious for neoplasia or other changes, leading to early diagnosis of gastrointestinal track of cancer.


2022 ◽  
Vol 10 (01) ◽  
pp. E9-E18
Author(s):  
Britt B.S.L. Houwen ◽  
Jasper L.A. Vleugels ◽  
Maria Pellisé ◽  
Liseth Rivero-Sánchez ◽  
Francesc Balaguer ◽  
...  

Abstract Background and study aims Fujifilm has developed a novel ELUXEO 7000 endoscope system that employs light-emitting diodes (LEDs) at four different wavelengths as light sources that enable blue light imaging (BLI), linked color imaging (LCI), and high-definition white-light endoscopy (HD-WLE). The aim of this study was to address the diagnostic accuracy of real-time polyp characterization using BLI, LCI and HD-WLE (ELUXEO 7000 endoscopy system). Patients methods This is a prespecified post-hoc analysis of a prospective study in which 22 experienced endoscopists (> 2,000 colonoscopies) from eight international centers participated. Using a combination of BLI, LCI, and HD-WLE, lesions were endoscopically characterized including a high- or low-confidence statement. Per protocol, digital images were created from all three imaging modalities. Histopathology was the reference standard. Endoscopists were familiar with polyp characterization, but did not take dedicated training for purposes of this study. Results Overall, 341 lesions were detected in 332 patients. Of the lesions, 269 histologically confirmed polyps with an optical diagnosis were included for analysis (165 adenomas, 27 sessile serrated lesions, and 77 hyperplastic polyps). Overall, polyp characterization was performed with high confidence in 82.9 %. The overall accuracy for polyp characterization was 75.1 % (95 % confidence interval [CI] 69.5–80.1 %), compared with an accuracy of 78.0 % (95 % CI 72.0–83.2 %) for high confidence assignments. The accuracy for endoscopic characterization for diminutive polyps was 74.7 % (95 %CI 68.4–80.3 %), compared with an accuracy of 78.2 % (95 % CI 71.4–84.0 %) for high-confidence assignments. Conclusions The diagnostic accuracy of BLI, LCI, and HD-WLE by experienced endoscopist for real-time polyp characterization seems limited (NCT03344289).


2016 ◽  
Vol 25 (3) ◽  
pp. 289-293
Author(s):  
Anda Carmen Achim ◽  
Stefan Cristian Vesa ◽  
Eugen Dumitru

Background: Diagnosis of portal hypertensive gastropathy (PHG) is based on endoscopic criteria. I-scan technology, a new technique of virtual chromoendoscopy, increases the diagnostic accuracy for lesions in the gastrointestinal tract. Aim: To establish the role of i-scan endoscopy in the diagnosis of PHG. Method: In this prospective study, endoscopic examination was conducted first by using white light and after that i-scan 1 and i-scan 2 technology in a group of 50 consecutive cirrhotic patients. The endoscopic diagnostic criteria for PHG followed the Baveno criteria. The interobserver agreement between white light endoscopy and i-scan endoscopy was determined using Cohen’s kappa statistics. Results: Forty-five of the 50 patients met the diagnostic criteria for PHG when examined by i-scan endoscopy and 39 patients were diagnosed with PHG by white light endoscopy. The strength of agreement between the two methods for the diagnosis of PHG was moderate (k=0.565; 95%CI 0.271-0.859; p<0.001). I-scan 1 classified the mosaic pattern better than classic endoscopy; i-scan 2 described better the red spots. Conclusion: I-scan examination increased the diagnostic sensitivity of PHG. The diagnostic criteria (mosaic pattern and red spots) were easier to observe endoscopically using i-scan than in white light.Abbreviations: FICE: Fuji Intelligent chromoendoscopy; GAVE: gastric antral vascular ectasia; NBI: narrow band imaging; PHG: portal hypertensive gastropathy; PHT: portal hypertension; UGIB: upper gastrointestinal bleeding.


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