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

Miguel Mascarenhas · Hélder Cardoso · Guilherme Macedo

Feb 2023 · Elsevier

Ebook

296

Pages

Eligible

Ratings and reviews aren’t verified Learn More

About this ebook

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 - Includes specific lesion detection, delivering key summaries and practical applications regarding AI tools use - Bridges theorical foundations and practical utility of AI in capsule endoscopy

About the author

Dr. Mascarenhas MD, MDc is a gastroenterologist with special interest in capsule endoscopy. He is the developer of neural networks regarding capsule endoscopy, crohn’s capsule endoscopy and colon capsule endoscopy. He provides a fresh and bold perspective on the potential of AI in gastrointestinal endoscopy and has developed 3 patent pending technologies in collaboration with the University of Porto regarding capsule endoscopy, colon capsule endoscopy and crohn’s capsule endoscopy. He is the winner of International and National awards (ECCO 2021, RICE 2021, DDW 2021), with works on AI technologies developed for capsule endoscopy and cholangioscopy.

Dr. Cardoso MD, PhD has participated in over 30 prospective studies of clinical research as principal investigator and coinvestigator. He is currently the Portuguese National Coordinator Investigator of a phase 2 trial with mRNA therapy for metabolic liver disease. In 2006, he won the National Award of Gastroenterology from SPG with a research in infliximab treatment for Crohn’s Disease. In 2013, he won the Research Grant from APEF/Roche for molecular investigation of HCC. Recently, he participated in research concerning the applicability of Artificial Intelligence in Medicine, namely in digestive endoscopy.

Dr. Macedo MD, PhD, FACG, FASGE, AGAF, FEBOGH, FAASLD is the Head of the Gastroenterology Department in Centro Hospitalar Universitario São Joao Porto, Invited Full Professor of Gastroenterology at the Faculty of Medicine and Director of Porto WGO Gastroenterology and Hepatology Training Center. After becoming Fellow in 1999, he was the Governor for Portugal of the American College of Gastroenterology from 2007-2013 and International Region Councilor in 2012-2013 serving in ACG International Committee since 2009. In 2015 the American College of Gastroenterology awarded him with the International Leadership Award in Gastroenterology. He belongs to the Governing Council and Executive Board of the World Gastroenterology Organization (WGO) and its Train The Trainers Committee, participating and fostering several initiatives in its Educational Program. Currently he is the President Elect of WGO, Chair of the WGO Foundation and President of the Portuguese Society of Gastroenterology. He has published more than 350 articles in peer-reviewed journals and received 25 national honors and awards in the field of Gastroenterology, Endoscopy and Hepatology.

Rate this ebook

Tell us what you think.

Reading information

Smartphones and tablets

Install the Google Play Books app for Android and iPad/iPhone. It syncs automatically with your account and allows you to read online or offline wherever you are.

Laptops and computers

You can listen to audiobooks purchased on Google Play using your computer's web browser.

eReaders and other devices

To read on e-ink devices like Kobo eReaders, you'll need to download a file and transfer it to your device. Follow the detailed Help Center instructions to transfer the files to supported eReaders.

Report illegal content