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Artificial Intelligence in Capsule Endoscopy
A Gamechanger for a Groundbreaking Technique
Comprehensive coverage of capsule endoscopy as a non-invasive diagnostic method that allows complete visualization of the gastrointestinal tract with the addition of AI tools
Miguel Mascarenhas (Edited by), Hélder Cardoso (Edited by), Guilherme Macedo (Edited by)
9780323996471, Elsevier Science
Paperback / softback, published 21 February 2023
296 pages
23.5 x 19 x 1.9 cm, 0.63 kg
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.
1. Artificial Intelligence: Machine Learning, Deep Learning and Applications in GI Endoscopy 2. Wireless Capsule Endoscopy: Concept and Modalities 3. Capsule Endoscopy: Wide Clinical Scope in Adults 4. The Role of Capsule endoscopy in the Diagnosis and Clinical Management of Obscure Gastrointestinal Bleeding 5. Capsule endoscopy diagnostic and clinical management role in IBD 6. Artificial Intelligence for the Automatic Detection of Blood and Hematic Residues 7. Artificial Intelligence in Capsule Endoscopy for Detection of Ulcers and Erosions 8. Artificial Intelligence for Protruding Lesions 9. Artificial Intelligence for Vascular Lesions 10. Artificial Intelligence for Luminal Content Analysis and Miscellaneous Findings 11. Small Bowel and Colon Cleansing in Capsule Endoscopy 12. Fostering the Incorporation of Big Data and Artificial Intelligence Applications into Healthcare Systems by Introducing Blockchain Technology into Data Storage Systems 13. Magnetic Capsule Endoscopy: Concept and AI Application 14. Non-White Light Endoscopy in Capsule Endoscopy: NBI 15. Colon Capsule Endoscopy and AI: A Perfect Match for Pan-Endoscopy
Subject Areas: Life sciences: general issues [PSA]
