Experts are optimistic that image analysis, natural language processing, and generative AI will soon become foundational to the management of patients with IBD.
By now, it is widely accepted that artificial intelligence will reshape contemporary medicine. The question is simply when this hypothetical will become an everyday reality.
Because of their potential to aid gastroenterologists with these tasks, three core AI technologies — some of which already have commercial applications — are likely to become foundational in clinical practice in the coming years: Image analysis and processing, natural language processing , and generative AI, according to experts familiar with AI research in IBD.One of AI's most promising applications for IBD care is in medical image and video processing and analysis.
"What we can't do is things such as tediously measure every single ulcer, count how many different disease features are seen throughout the entire colon, where they are and how they're spatially correlated, or what are their color patterns," Stidham said."We don't have the time, feasibility, or, frankly, the energy and cognitive attention span to be able to do that for one patient, let alone every patient.
One area this type of AI can help in IBD care is by automating EMR chart reviews. Currently, clinicians often must conduct time-consuming reviews to gather and read all the information they need to manage the care of patients with the disease."We have 30-40 years of EMRs available at our fingertips.
This technology will be familiar to anyone who has interacted with OpenAI's ChatGPT, which after getting a"prompt" — a question or request — from a user provides a conversational-sounding reply. "It's a force multiplier, in that these chatbots are essentially allowing us to expand our staff without bringing in more humans," he said.
Health And Medical Tech Health And Med Tech Health And Medical Technology Healthcare Technology Medical Technology Artificial Intelligence Deep Learning AI NPL Machine Learning ML Natural Language Processing Artificial Neural Networks Inflammatory Bowel Disease IBD - Inflammatory Bowel Disease IBD Electronic Medical Record EMR
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