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

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Pages 43-51 | Received 26 Sep 2016, Accepted 02 Nov 2016, Published online: 21 Nov 2016

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Dorothee Turck, Thomas Dratsch, Lorenz Schröder, Florian Lorenz, Johanna Dinter, Martin Bürger, Lars Schiffmann, Philipp Kasper, Gabriel Allo, Tobias Goeser, Seung-Hun Chon & Dirk Nierhoff. (2023) A convolutional neural network for bleeding detection in capsule endoscopy using real clinical data. Minimally Invasive Therapy & Allied Technologies 0:0, pages 1-6.
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Diana E Yung, John N Plevris, Romain Leenhardt, Xavier Dray & Anastasios Koulaouzidis. (2020) Poor Quality of Small Bowel Capsule Endoscopy Images Has a Significant Negative Effect in the Diagnosis of Small Bowel Malignancy. Clinical and Experimental Gastroenterology 13, pages 475-484.
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Marta Freitas, Cátia Arieira, Pedro Boal Carvalho, Bruno Rosa, Maria João Moreira & José Cotter. (2020) Simplify to improve in capsule endoscopy – TOP 100 is a swift and reliable evaluation tool for the small bowel inflammatory activity in Crohn’s disease. Scandinavian Journal of Gastroenterology 55:4, pages 408-413.
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Kyung Seok Choi, DoGyeom Park, Jin Su Kim, Dae Young Cheung, Bo‐In Lee, Young‐Seok Cho, Jin Il Kim, Seungchul Lee & Han Hee Lee. (2023) Deep learning in negative small‐bowel capsule endoscopy improves small‐bowel lesion detection and diagnostic yield. Digestive Endoscopy.
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Antonio Giordano, Miriam Escapa, Miquel Urpí-Ferreruela, Gherzon Casanova, Gloria Fernández-Esparrach, Àngels Ginès, Josep Llach & Begoña González-Suárez. (2023) Diagnostic accuracy of artificial intelligence-aided capsule endoscopy (TOP100) in overt small bowel bleeding. Surgical Endoscopy.
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Gerardo BlancoSrSr, Oscar Mondragon & Omar Solórzano. 2023. Artificial Intelligence in Capsule Endoscopy. Artificial Intelligence in Capsule Endoscopy 91 99 .
Mark Hanscom & David R. Cave. (2022) Endoscopic capsule robot-based diagnosis, navigation and localization in the gastrointestinal tract. Frontiers in Robotics and AI 9.
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Stefania Chetcuti Zammit & Reena Sidhu. (2022) Artificial intelligence within the small bowel: are we lagging behind?. Current Opinion in Gastroenterology 38:3, pages 307-317.
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Shouyuan Wu, Jianjian Wang, Qiangqiang Guo, Hui Lan, Juanjuan Zhang, Ling Wang, Estill Janne, Xufei Luo, Qi Wang, Yang Song, Joseph L. Mathew, Yangqin Xun, Nan Yang, Myeong Soo Lee & Yaolong Chen. (2022) Application of artificial intelligence in clinical diagnosis and treatment: an overview of systematic reviews. Intelligent Medicine 2:2, pages 88-96.
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Dong Jun Oh, Youngbae Hwang & Yun Jeong Lim. (2021) A Current and Newly Proposed Artificial Intelligence Algorithm for Reading Small Bowel Capsule Endoscopy. Diagnostics 11:7, pages 1183.
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Junseok Park. (2021) Improved Capsule Endoscopy Using New Computer Vision Technologies. The Korean Journal of Medicine 96:3, pages 190-194.
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P. Sinonquel & R. Bisschops. (2021) Striving for quality improvement: can artificial intelligence help?. Best Practice & Research Clinical Gastroenterology 52-53, pages 101722.
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Peter Sullivan, Shradha Gupta, Patrick D. Powers & Neil B. Marya. (2021) Artificial Intelligence Research and Development for Application in Video Capsule Endoscopy. Gastrointestinal Endoscopy Clinics of North America 31:2, pages 387-397.
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Babu P. Mohan, Shahab R. Khan, Lena L. Kassab, Suresh Ponnada, Saurabh Chandan, Tauseef Ali, Parambir S. Dulai, Douglas G. Adler & Gursimran S. Kochhar. (2021) High pooled performance of convolutional neural networks in computer-aided diagnosis of GI ulcers and/or hemorrhage on wireless capsule endoscopy images: a systematic review and meta-analysis. Gastrointestinal Endoscopy 93:2, pages 356-364.e4.
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Dalila Costa, Pedro Vieira, Catarina Pinto, Bruno Arroja, Tiago Leal, Sofia Mendes, Raquel Gonçalves, Carlos Lima & Carla Rolanda. (2021) Clinical Performance of New Software to Automatically Detect Angioectasias in Small Bowel Capsule Endoscopy. GE - Portuguese Journal of Gastroenterology 28:2, pages 87-96.
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Xavier Dray, Dimitris Iakovidis, Charles Houdeville, Rodrigo Jover, Dimitris Diamantis, Aymeric Histace & Anastasios Koulaouzidis. (2021) Artificial intelligence in small bowel capsule endoscopy ‐ current status, challenges and future promise. Journal of Gastroenterology and Hepatology 36:1, pages 12-19.
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Roberto Trasolini & Michael F. Byrne. (2020) Artificial intelligence and deep learning for small bowel capsule endoscopy. Digestive Endoscopy 33:2, pages 290-297.
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Robin Zachariah, Christopher Rombaoa, Jason Samarasena, Duminda Suraweera, Kimberly Wong & William Karnes. 2021. Artificial Intelligence in Medicine. Artificial Intelligence in Medicine 223 245 .
Tomonori Aoki, Atsuo Yamada, Yusuke Kato, Hiroaki Saito, Akiyoshi Tsuboi, Ayako Nakada, Ryota Niikura, Mitsuhiro Fujishiro, Shiro Oka, Soichiro Ishihara, Tomoki Matsuda, Masato Nakahori, Shinji Tanaka, Kazuhiko Koike & Tomohiro Tada. (2019) Automatic detection of blood content in capsule endoscopy images based on a deep convolutional neural network. Journal of Gastroenterology and Hepatology 35:7, pages 1196-1200.
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Sanne A. Hoogenboom, Ulas Bagci & Michael B. Wallace. (2020) Artificial intelligence in gastroenterology. The current state of play and the potential. How will it affect our practice and when?. Techniques and Innovations in Gastrointestinal Endoscopy 22:2, pages 42-47.
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Shraddha Gulati, Andrew Emmanuel, Mehul Patel, Sophie Williams, Amyn Haji, Bu’Hussain Hayee & Helmut Neumann. (2020) Artificial intelligence in luminal endoscopy. Therapeutic Advances in Gastrointestinal Endoscopy 13, pages 263177452093522.
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Cátia Arieira, Sara Monteiro, Francisca Dias de Castro, Pedro Boal Carvalho, Bruno Rosa, Maria João Moreira & José Cotter. (2019) Capsule endoscopy: Is the software TOP 100 a reliable tool in suspected small bowel bleeding?. Digestive and Liver Disease 51:12, pages 1661-1664.
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Zhen Ding, Huiying Shi, Hao Zhang, Lingjun Meng, Mengke Fan, Chaoqun Han, Kun Zhang, Fanhua Ming, Xiaoping Xie, Hao Liu, Jun Liu, Rong Lin & Xiaohua Hou. (2019) Gastroenterologist-Level Identification of Small-Bowel Diseases and Normal Variants by Capsule Endoscopy Using a Deep-Learning Model. Gastroenterology 157:4, pages 1044-1054.e5.
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Ioannis A. Vezakis, Petros Toumpaniaris, Andreas A. Polydorou & Dimitrios Koutsouris. (2019) A Novel Real-time Automatic Angioectasia Detection Method in Wireless Capsule Endoscopy Video Feed. A Novel Real-time Automatic Angioectasia Detection Method in Wireless Capsule Endoscopy Video Feed.
Pedro M. Vieira, Catarina P. Silva, Dalila Costa, Ismael F. Vaz, Carla Rolanda & Carlos S. Lima. (2019) Automatic Segmentation and Detection of Small Bowel Angioectasias in WCE Images. Annals of Biomedical Engineering 47:6, pages 1446-1462.
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Romain Leenhardt, Pauline Vasseur, Cynthia Li, Jean Christophe Saurin, Gabriel Rahmi, Franck Cholet, Aymeric Becq, Philippe Marteau, Aymeric Histace, Xavier Dray, Sylvie Sacher-Huvelin, Farida Mesli, Chloé Leandri, Isabelle Nion-Larmurier, Stéphane Lecleire, Romain Gerard, Clotilde Duburque, Geoffroy Vanbiervliet, Xavier Amiot, Jean Philippe Le Mouel, Michel Delvaux, Pierre Jacob, Camille Simon-Shane & Olivier Romain. (2019) A neural network algorithm for detection of GI angiectasia during small-bowel capsule endoscopy. Gastrointestinal Endoscopy 89:1, pages 189-194.
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Sabina Beg, Adolfo Parra-Blanco & Krish Ragunath. (2018) Optimising the performance and interpretation of small bowel capsule endoscopy. Frontline Gastroenterology 9:4, pages 300-308.
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Paulo Coelho, Ana Pereira, Argentina Leite, Marta Salgado & António Cunha. 2018. Image Analysis and Recognition. Image Analysis and Recognition 553 561 .
Hey-Long Ching, Mark E. McAlindon & Reena Sidhu. (2017) An update on small bowel endoscopy. Current Opinion in Gastroenterology 33:3, pages 181-188.
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