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Artificial Intelligence in Gastrointestinal Cancers

Artificial Intelligence in Gastrointestinal Cancers

Paperback

Series: Novel Approaches to Overcome Cancer Resistance to Conventional Therapies

Biology

Currently unavailable to order

ISBN10: 0443441219
ISBN13: 9780443441219
Publisher: Academic Press
Published: Mar 27 2026
Pages: 332
Weight: 1.75
Height: 0.70 Width: 7.30 Depth: 9.20
Language: English
Artificial Intelligence in Gastrointestinal Cancers examines the transformative impact of AI technologies on diagnosing and treating gastrointestinal malignancies. This book explores how advanced algorithms, particularly deep learning models, enhance the analysis of medical imaging, including endoscopic, MRI, and CT scans, facilitating earlier and more accurate identification of cancers such as esophageal, stomach, colorectal, and pancreatic cancers. The content covers AI's multifaceted applications, from improving diagnostic accuracy to personalizing treatment strategies based on genomic and clinical data. It discusses how machine learning predicts patient outcomes and optimizes treatment plans while also addressing AI's role in accelerating drug discovery and clinical trials. For an academic audience, this book provides crucial insights into AI's current and future applications in GI oncology. Readers gain a comprehensive understanding of AI diagnostic tools and personalized treatment strategies, equipping researchers and clinicians with the knowledge to leverage these advancements for improved patient care and outcomes in gastrointestinal cancers.

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