Artificial Intelligence in Capsule Endoscopy : A Gamechanger for a Groundbreaking Technique

Mascarenhas, Miguel (EDT)/ Cardoso, Hélder (EDT)/ Macedo, Guilherme (EDT)

Academic Press Inc（2023/02発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 296 p.
• 言語 ENG
• 商品コード 9780323996471
• DDC分類 616.3307545

Full Description

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.

Contents

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