Literature DB >> 34209948

A Current and Newly Proposed Artificial Intelligence Algorithm for Reading Small Bowel Capsule Endoscopy.

Dong Jun Oh1, Youngbae Hwang2, Yun Jeong Lim1.   

Abstract

Small bowel capsule endoscopy (SBCE) is one of the most useful methods for diagnosing small bowel mucosal lesions. However, it takes a long time to interpret the capsule images. To solve this problem, artificial intelligence (AI) algorithms for SBCE readings are being actively studied. In this article, we analyzed several studies that applied AI algorithms to SBCE readings, such as automatic lesion detection, automatic classification of bowel cleanliness, and automatic compartmentalization of small bowels. In addition to automatic lesion detection using AI algorithms, a new direction of AI algorithms related to shorter reading times and improved lesion detection accuracy should be considered. Therefore, it is necessary to develop an integrated AI algorithm composed of algorithms with various functions in order to be used in clinical practice.

Entities:  

Keywords:  artificial intelligence; automatic detection; capsule endoscopy; reading software

Year:  2021        PMID: 34209948     DOI: 10.3390/diagnostics11071183

Source DB:  PubMed          Journal:  Diagnostics (Basel)        ISSN: 2075-4418


  45 in total

1.  Clinical usefulness of a deep learning-based system as the first screening on small-bowel capsule endoscopy reading.

Authors:  Tomonori Aoki; Atsuo Yamada; Kazuharu Aoyama; Hiroaki Saito; Gota Fujisawa; Nariaki Odawara; Ryo Kondo; Akiyoshi Tsuboi; Rei Ishibashi; Ayako Nakada; Ryota Niikura; Mitsuhiro Fujishiro; Shiro Oka; Soichiro Ishihara; Tomoki Matsuda; Masato Nakahori; Shinji Tanaka; Kazuhiko Koike; Tomohiro Tada
Journal:  Dig Endosc       Date:  2019-10-02       Impact factor: 7.559

2.  Evaluation of four time-saving methods of reading capsule endoscopy videos.

Authors:  Nikolaos Kyriakos; Stefanos Karagiannis; Petros Galanis; Christos Liatsos; Irini Zouboulis-Vafiadis; Evangelos Georgiou; Christos Mavrogiannis
Journal:  Eur J Gastroenterol Hepatol       Date:  2012-11       Impact factor: 2.566

Review 3.  Review of small-bowel cleansing scales in capsule endoscopy: A panoply of choices.

Authors:  Ana Ponte; Rolando Pinho; Adélia Rodrigues; João Carvalho
Journal:  World J Gastrointest Endosc       Date:  2016-09-16

Review 4.  The validity of suspected blood indicator software in capsule endoscopy: a systematic review and meta-analysis.

Authors:  Diana E Yung; Catherine Sykes; Anastasios Koulaouzidis
Journal:  Expert Rev Gastroenterol Hepatol       Date:  2016-11-21       Impact factor: 3.869

5.  Artificial intelligence using a convolutional neural network for automatic detection of small-bowel angioectasia in capsule endoscopy images.

Authors:  Akiyoshi Tsuboi; Shiro Oka; Kazuharu Aoyama; Hiroaki Saito; Tomonori Aoki; Atsuo Yamada; Tomoki Matsuda; Mitsuhiro Fujishiro; Soichiro Ishihara; Masato Nakahori; Kazuhiko Koike; Shinji Tanaka; Tomohiro Tada
Journal:  Dig Endosc       Date:  2019-10-02       Impact factor: 7.559

6.  The role of endoscopy in the management of obscure GI bleeding.

Authors:  Laurel Fisher; Mary Lee Krinsky; Michelle A Anderson; Vasundhara Appalaneni; Subhas Banerjee; Tamir Ben-Menachem; Brooks D Cash; G Anton Decker; Robert D Fanelli; Cindy Friis; Norio Fukami; M Edwyn Harrison; Steven O Ikenberry; Rajeev Jain; Terry Jue; Khalid Khan; John T Maple; Laura Strohmeyer; Ravi Sharaf; Jason A Dominitz
Journal:  Gastrointest Endosc       Date:  2010-09       Impact factor: 9.427

7.  Bowel length: measurement, predictors, and impact on bariatric and metabolic surgery.

Authors:  Roberto M Tacchino
Journal:  Surg Obes Relat Dis       Date:  2014-09-30       Impact factor: 4.734

8.  Diagnostic value of endoscopic capsule in patients with obscure digestive bleeding: blinded comparison with video push-enteroscopy.

Authors:  J-C Saurin; M Delvaux; J-L Gaudin; I Fassler; J Villarejo; K Vahedi; A Bitoun; J-M Canard; J C Souquet; T Ponchon; C Florent; G Gay
Journal:  Endoscopy       Date:  2003-07       Impact factor: 10.093

9.  Ulcer severity grading in video capsule images of patients with Crohn's disease: an ordinal neural network solution.

Authors:  Yiftach Barash; Liran Azaria; Shelly Soffer; Reuma Margalit Yehuda; Oranit Shlomi; Shomron Ben-Horin; Rami Eliakim; Eyal Klang; Uri Kopylov
Journal:  Gastrointest Endosc       Date:  2020-06-12       Impact factor: 9.427

10.  Indications for Detection, Completion, and Retention Rates of Small Bowel Capsule Endoscopy Based on the 10-Year Data from the Korean Capsule Endoscopy Registry.

Authors:  Yun Jeong Lim; Oh Young Lee; Yoon Tae Jeen; Chi Yeon Lim; Dae Young Cheung; Jae Hee Cheon; Byong Duk Ye; Hyun Joo Song; Jin Su Kim; Jae Hyuk Do; Kwang Jae Lee; Ki-Nam Shim; Dong Kyung Chang; Cheol Hee Park; Byung Ik Jang; Jeong Seop Moon; Hoon Jai Chun; Myung-Gyu Choi; Jin Oh Kim
Journal:  Clin Endosc       Date:  2015-09-30
View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.