Literature DB >> 31205664

Human-machine collaboration: bringing artificial intelligence into colonoscopy.

Omer F Ahmad1, Danail Stoyanov1, Laurence B Lovat1,2.   

Abstract

Entities:  

Keywords:  colonic adenomas; colonic polyps; colonoscopy; colorectal cancer; computerised image analysis

Year:  2018        PMID： 31205664      PMCID： PMC6540265          DOI： 10.1136/flgastro-2018-101047

Source DB:  PubMed          Journal:  Frontline Gastroenterol        ISSN： 2041-4137


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  11 in total

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2.  Will Computer-Aided Detection and Diagnosis Revolutionize Colonoscopy?

Authors:  Michael F Byrne; Neal Shahidi; Douglas K Rex
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Authors:  Babak Ehteshami Bejnordi; Mitko Veta; Paul Johannes van Diest; Bram van Ginneken; Nico Karssemeijer; Geert Litjens; Jeroen A W M van der Laak; Meyke Hermsen; Quirine F Manson; Maschenka Balkenhol; Oscar Geessink; Nikolaos Stathonikos; Marcory Crf van Dijk; Peter Bult; Francisco Beca; Andrew H Beck; Dayong Wang; Aditya Khosla; Rishab Gargeya; Humayun Irshad; Aoxiao Zhong; Qi Dou; Quanzheng Li; Hao Chen; Huang-Jing Lin; Pheng-Ann Heng; Christian Haß; Elia Bruni; Quincy Wong; Ugur Halici; Mustafa Ümit Öner; Rengul Cetin-Atalay; Matt Berseth; Vitali Khvatkov; Alexei Vylegzhanin; Oren Kraus; Muhammad Shaban; Nasir Rajpoot; Ruqayya Awan; Korsuk Sirinukunwattana; Talha Qaiser; Yee-Wah Tsang; David Tellez; Jonas Annuscheit; Peter Hufnagl; Mira Valkonen; Kimmo Kartasalo; Leena Latonen; Pekka Ruusuvuori; Kaisa Liimatainen; Shadi Albarqouni; Bharti Mungal; Ami George; Stefanie Demirci; Nassir Navab; Seiryo Watanabe; Shigeto Seno; Yoichi Takenaka; Hideo Matsuda; Hady Ahmady Phoulady; Vassili Kovalev; Alexander Kalinovsky; Vitali Liauchuk; Gloria Bueno; M Milagro Fernandez-Carrobles; Ismael Serrano; Oscar Deniz; Daniel Racoceanu; Rui Venâncio
Journal:  JAMA       Date:  2017-12-12       Impact factor: 56.272

4.  Deep Learning Localizes and Identifies Polyps in Real Time With 96% Accuracy in Screening Colonoscopy.

Authors:  Gregor Urban; Priyam Tripathi; Talal Alkayali; Mohit Mittal; Farid Jalali; William Karnes; Pierre Baldi
Journal:  Gastroenterology       Date:  2018-06-18       Impact factor: 22.682

5.  Accurate Classification of Diminutive Colorectal Polyps Using Computer-Aided Analysis.

Authors:  Peng-Jen Chen; Meng-Chiung Lin; Mei-Ju Lai; Jung-Chun Lin; Henry Horng-Shing Lu; Vincent S Tseng
Journal:  Gastroenterology       Date:  2017-10-16       Impact factor: 22.682

6.  Quality indicators for colonoscopy and the risk of interval cancer.

Authors:  Michal F Kaminski; Jaroslaw Regula; Ewa Kraszewska; Marcin Polkowski; Urszula Wojciechowska; Joanna Didkowska; Maria Zwierko; Maciej Rupinski; Marek P Nowacki; Eugeniusz Butruk
Journal:  N Engl J Med       Date:  2010-05-13       Impact factor: 91.245

Review 7.  Polyp miss rate determined by tandem colonoscopy: a systematic review.

Authors:  Jeroen C van Rijn; Johannes B Reitsma; Jaap Stoker; Patrick M Bossuyt; Sander J van Deventer; Evelien Dekker
Journal:  Am J Gastroenterol       Date:  2006-02       Impact factor: 10.864

8.  Dermatologist-level classification of skin cancer with deep neural networks.

Authors:  Andre Esteva; Brett Kuprel; Roberto A Novoa; Justin Ko; Susan M Swetter; Helen M Blau; Sebastian Thrun
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9.  Real-time differentiation of adenomatous and hyperplastic diminutive colorectal polyps during analysis of unaltered videos of standard colonoscopy using a deep learning model.

Authors:  Michael F Byrne; Nicolas Chapados; Florian Soudan; Clemens Oertel; Milagros Linares Pérez; Raymond Kelly; Nadeem Iqbal; Florent Chandelier; Douglas K Rex
Journal:  Gut       Date:  2017-10-24       Impact factor: 23.059

10.  Narrow band imaging optical diagnosis of small colorectal polyps in routine clinical practice: the Detect Inspect Characterise Resect and Discard 2 (DISCARD 2) study.

Authors:  Colin J Rees; Praveen T Rajasekhar; Ana Wilson; Helen Close; Matthew D Rutter; Brian P Saunders; James E East; Rebecca Maier; Morgan Moorghen; Usman Muhammad; Helen Hancock; Anthoor Jayaprakash; Chris MacDonald; Arvind Ramadas; Anjan Dhar; James M Mason
Journal:  Gut       Date:  2016-04-19       Impact factor: 23.059
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  1 in total

Review 1.  Use of artificial intelligence in improving adenoma detection rate during colonoscopy: Might both endoscopists and pathologists be further helped.

Authors:  Emanuele Sinagra; Matteo Badalamenti; Marcello Maida; Marco Spadaccini; Roberta Maselli; Francesca Rossi; Giuseppe Conoscenti; Dario Raimondo; Socrate Pallio; Alessandro Repici; Andrea Anderloni
Journal:  World J Gastroenterol       Date:  2020-10-21       Impact factor: 5.742
  1 in total

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