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Artificial Intelligence in Capsule Endoscopy

A Gamechanger for a Groundbreaking Technique

Language EnglishEnglish
Book Paperback
Book Artificial Intelligence in Capsule Endoscopy Miguel Mascarenhas
Libristo code: 39343041
Publishers Elsevier Science & Technology, February 2023
Artificial Intelligence in Capsule Endoscopy: A Gamechanger for a Groundbreaking Technique highlight... Full description
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Artificial Intelligence in Capsule Endoscopy: A Gamechanger for a Groundbreaking Technique highlights the importance of Artificial Intelligence (AI) application in capsule endoscopy. AI will have a key role in the mid/long term for gastrointestinal endoscopy and capsule endoscopy. This field is a prime area for the use of AI tools with over 50,000 images per endoscopy capsule video, making video analysis a time and resource consuming task and prone to error. With the application of AI image analysis tools (primarily Convolutional Neural Networks) we can decrease capsule endoscopy video reading time and resources and greatly benefit diagnostic accuracy and patient outcomes.In 15 chapters this important reference provides a global and comprehensive perspective from the background information of AI, machine learning, deep learning and their implications in GI endoscopy. It showcases AI practical use in lesion detection and in relevant clinical indications (like obscure gastrointestinal bleeding and inflammatory bowel disease); and points to future applications of AI within the field. Provides the current and developing practical application of AI tools in capsule endoscopy Explains the disruptive nature of AI tools in capsule endoscopy video analysis to provide a better perspective on how AI will change the landscape of capsule endoscopy practice in the future Specific lesion detection coverage delivers key summaries and practical applications regarding AI tools use allowing a practical approach and bridging between theorical foundations and practical utility of AI in capsule endoscopy

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About the book

Full name Artificial Intelligence in Capsule Endoscopy
Language English
Binding Book - Paperback
Date of issue 2023
Number of pages 250
EAN 9780323996471
Libristo code 39343041
Weight 630
Dimensions 191 x 235
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