Identification of Dysplasia in the Barrett’S Esophagus Using an Endocytoscopy Classification System: Preliminary Results of a Prospective Comparison Between Clinicians and Artificial Intelligence

2021 ◽  
Author(s):  
JJH van der Laan ◽  
JA van der Putten ◽  
X Zhao ◽  
I Schmidt ◽  
RY Gabriëls ◽  
...  
2019 ◽  
Vol 54 (7) ◽  
pp. 587-596 ◽  
Author(s):  
Hiroto Furuhashi ◽  
Kenichi Goda ◽  
Yuichi Shimizu ◽  
Masayuki Kato ◽  
Masakazu Takahashi ◽  
...  

Endoscopy ◽  
2017 ◽  
Vol 49 (12) ◽  
pp. 1219-1228 ◽  
Author(s):  
Gideon Lipman ◽  
Raf Bisschops ◽  
Vinay Sehgal ◽  
Jacobo Ortiz-Fernández-Sordo ◽  
Rami Sweis ◽  
...  

Abstract Background and study aims Enhanced endoscopic imaging with chromoendoscopy may improve dysplasia recognition in patients undergoing assessment of Barrett’s esophagus (BE). This may reduce the need for random biopsies to detect more dysplasia. The aim of this study was to assess the effect of magnification endoscopy with I-SCAN (Pentax, Tokyo, Japan) and acetic acid (ACA) on dysplasia detection in BE using a novel mucosal and vascular classification system. Methods BE segments and suspicious lesions were recorded with high definition white-light and magnification endoscopy enhanced using all I-SCAN modes in combination. We created a novel mucosal and vascular classification system based on similar previously validated classifications for narrow-band imaging (NBI). A total of 27 videos were rated before and after ACA application. Following validation, a further 20 patients had their full endoscopies recorded and analyzed to model use of the system to detect dysplasia in a routine clinical scenario. Results The accuracy of the I-SCAN classification system for BE dysplasia improved with I-SCAN magnification from 69 % to 79 % post-ACA (P = 0.01). In the routine clinical scenario model in 20 new patients, accuracy of dysplasia detection increased from 76 % using a “pull-through” alone to 83 % when ACA and magnification endoscopy were combined (P = 0.047). Overall interobserver agreement between experts for dysplasia detection was substantial (0.69). Conclusions A new I-SCAN classification system for BE was validated against similar systems for NBI with similar outcomes. When used in combination with magnification and ACA, the classification detected BE dysplasia in clinical practice with good accuracy.Trials registered at ISRCTN (58235785).


2001 ◽  
Vol 120 (5) ◽  
pp. A16-A17 ◽  
Author(s):  
Prateek Sharma ◽  
Dean Reker ◽  
Gary W. Falk ◽  
Mark Johnston ◽  
Allan P. Weston ◽  
...  

2016 ◽  
Vol 83 (5) ◽  
pp. AB158
Author(s):  
Daniel K. Chan ◽  
Cadman L. Leggett ◽  
Lori S. Lutzke ◽  
Prasad Iyer ◽  
Kenneth K. Wang

2019 ◽  
Vol 89 (6) ◽  
pp. AB99-AB100 ◽  
Author(s):  
Rintaro Hashimoto ◽  
Michael Lugo ◽  
Daniel Mai ◽  
Nabil E. Chehade ◽  
Elise Tran ◽  
...  

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