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Priorities for advancing artificial intelligence in inflammatory bowel disease: a technology update
Anna L Silverman1, Ryan W Stidham2, Sravanthi Parasa3
1Department of Medicine, The Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, New York, USA; Division of Gastroenterology and Hepatology, Department of Internal Medicine, Mayo Clinic, Scottsdale, Arizona, USA.
Artificial intelligence (AI) will transform inflammatory bowel diseases (IBD) care and research. Key priorities include diverse data, validated AI tools, and optimized clinician-AI collaboration for better patient outcomes.
Area of Science:
- Medical Informatics
- Artificial Intelligence in Medicine
- Gastroenterology
Background:
- Artificial intelligence (AI) offers advanced capabilities for processing complex data.
- AI is poised to significantly impact healthcare and scientific research.
- Inflammatory bowel diseases (IBD) present complex challenges in diagnosis and management.
Purpose of the Study:
- To review the current and future role of AI in inflammatory bowel diseases (IBD).
- To outline a strategic roadmap for AI development and implementation in IBD.
- To identify key priorities for advancing AI in IBD research and clinical practice.
Main Methods:
- Literature review of AI applications in IBD.
- Analysis of AI's potential impact on IBD healthcare and research.
- Synthesis of expert opinions and future trends in AI for IBD.
Main Results:
- AI has the potential to revolutionize IBD patient care and research.
- Large, diverse datasets and rigorously validated AI tools are crucial for success.
- Optimizing clinician-AI interaction and professional education are essential for effective integration.
Conclusions:
- AI integration requires careful consideration of data quality, tool validation, and human-AI collaboration.
- A strategic roadmap is needed to guide AI development and adoption in IBD.
- Future efforts should focus on robust validation, ethical considerations, and professional training to maximize AI's benefits in IBD.
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