Artificial Intelligence in Capsule Endoscopy : A Gamechanger for a Groundbreaking Technique
Book Details
Format
Paperback / Softback
ISBN-10
0323996477
ISBN-13
9780323996471
Publisher
Elsevier Science & Technology
Imprint
Academic Press Inc
Country of Manufacture
NL
Country of Publication
GB
Publication Date
Feb 21st, 2023
Print length
296 Pages
Weight
630 grams
Dimensions
23.40 x 19.20 x 1.80 cms
Product Classification:
Life sciences: general issues
Ksh 24,300.00
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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.
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