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Past, Present, and Future: A History Lesson in Artificial Intelligence
1Division of Gastroenterology and Hepatology, Center for Advanced Therapeutic Endoscopy, University of Rochester Medical Center, 601 Elmwood Avenue, Box 646, Rochester, NY 14642, USA.
Gastrointestinal Endoscopy Clinics of North America
|February 28, 2025
Summary
Artificial intelligence (AI) has transformed gastroenterology, enhancing diagnostic tools for endoscopy and imaging. Addressing ethical challenges will further unlock AI's potential in patient care and research.
Area of Science:
- Medical Informatics
- Gastroenterology
- Artificial Intelligence
Background:
- Artificial intelligence (AI) has undergone significant evolution over the past five decades.
- AI's impact on medicine, particularly in gastroenterology, has been profound, revolutionizing diagnostic capabilities.
Purpose of the Study:
- To review the advancements and applications of AI in gastroenterology.
- To discuss the future potential and challenges of AI in clinical practice and research.
Main Methods:
- Review of AI evolution from basic models to machine learning and deep learning.
- Analysis of AI applications in gastroenterology, including computer-aided detection and diagnosis.
- Discussion of future trends and ethical considerations.
Main Results:
- AI has revolutionized endoscopy, imaging, and pathology detection in gastroenterology.
- AI systems offer enhanced diagnostic precision and personalized treatment strategies.
- Future applications include advancements in clinical research and patient care.
Conclusions:
- AI holds immense potential to improve patient outcomes and advance gastroenterological research.
- Addressing challenges like transparency, liability, and ethics is crucial for responsible AI implementation.
- Collaboration and robust governance are key to leveraging AI effectively in healthcare.
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