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Computer-Aided Analysis of Gastrointestinal Videos (Hardcover, 1st ed. 2021) Loot Price: R4,355
Discovery Miles 43 550
Computer-Aided Analysis of Gastrointestinal Videos (Hardcover, 1st ed. 2021): Jorge Bernal, Aymeric Histace

Computer-Aided Analysis of Gastrointestinal Videos (Hardcover, 1st ed. 2021)

Jorge Bernal, Aymeric Histace

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Loot Price R4,355 Discovery Miles 43 550 | Repayment Terms: R408 pm x 12*

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This book opens with an introduction to the main purpose and tasks of the GIANA challenge, as well as a summary and an analysis of the results and performance obtained by the 20 participating teams. The early and accurate diagnosis of gastrointestinal diseases is critical for increasing the chances of patient survival, and efficient screening is vital for locating precursor lesions. Video colonoscopy and wireless capsule endoscopy (WCE) are the gold-standard tools for colon and intestinal tract screening, respectively. Yet these tools still present some drawbacks, such as lesion miss rate, lack of in vivo diagnosis capabilities, and perforation risk. To mitigate these, computer-aided detection/diagnosis systems can play a key role in assisting clinicians in the different stages of the exploration. This book presents the latest, state-of-the-art approaches in this field, and also tackles the clinical considerations required to efficiently deploy these systems in the exploration room. The coverage draws upon results from the Gastrointestinal Image Analysis (GIANA) Challenge, part of the EndoVis satellite events of the conferences MICCAI 2017 and 2018. Each method proposed to address the different subtasks of the challenges is detailed in a separate chapter, offering a deep insight into this topic of interest for public health. This book appeals to researchers, practitioners, and lecturers spanning both the computer vision and gastroenterology communities.

General

Imprint: Springer Nature Switzerland AG
Country of origin: Switzerland
Release date: July 2021
First published: 2021
Editors: Jorge Bernal • Aymeric Histace
Dimensions: 235 x 155mm (L x W)
Format: Hardcover
Pages: 187
Edition: 1st ed. 2021
ISBN-13: 978-3-03-064339-3
Categories: Books > Medicine > Clinical & internal medicine > Gastroenterology
Books > Medicine > Other branches of medicine > Medical imaging > Radiology
Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
Books > Computing & IT > Applications of computing > Image processing > General
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LSN: 3-03-064339-5
Barcode: 9783030643393

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