Artificial Intelligence for Prediction and Diagnosis of GI Diseases

More than 80% of gastroenterology specialists believe that artificial intelligence (AI) systems will improve the quality of care. The application of AI in gastroenterology has been studied to automate the interpretation of diagnostic procedures in multiple pathologies. In this episode, we will talk about the role of AI in the prediction and identification of gastrointestinal diseases.

References:

  1. Van der Zander QEW, van der Ende-van Loon MCM, Janssen JMM, Winkens B, van der Sommen F, Masclee AAM, et al. Artificial intelligence in (gastrointestinal) healthcare: patients' and physicians' perspectives. Sci Rep. 2022;12(1):16779. Available at: https://viatris-coe.s3.eu-central-1.amazonaws.com/general/gr/general/GASTRO_1__Artificial_intelligence_in_(gastrointestinal)_healthcare.pdf
  2. Parkash O, Siddiqui ATS, Jiwani U, Rind F, Padhani ZA, Rizvi A, et al. Diagnostic accuracy of artificial intelligence for detecting gastrointestinal luminal pathologies: A systematic review and meta-analysis. Front Med (Lausanne). 2022;9:1018937. Available at: https://www.frontiersin.org/articles/10.3389/fmed.2022.1018937/full
  3. Zulqarnain F, Rhoads SF, Syed S. Machine and deep learning in inflammatory bowel disease. Curr Opin Gastroenterol. 2023; doi: 10.1097/MOG.0000000000000945. Epub ahead of print. Available at: https://journals.lww.com/co-gastroenterology/Fulltext/9900/Machine_and_deep_learning_in_inflammatory_bowel.71.aspx
  4. Iacucci M, Parigi TL, Del Amor R, Meseguer P, Mandelli G, Bozzola A, et al. Artificial Intelligence Enabled Histological Prediction of Remission or Activity and Clinical Outcomes in Ulcerative Colitis. Gastroenterology. 2023; S0016-5085(23)00216-0. doi: 10.1053/j.gastro.2023.02.031. Epub ahead of print. Available at: https://www.gastrojournal.org/article/S0016-5085(23)00216-0/fulltext
  5. Afrash MR, Shafiee M, Kazemi-Arpanahi H. Establishing machine learning models to predict the early risk of gastric cancer based on lifestyle factors. BMC Gastroenterol. 2023;23(1):6. Available at: https://viatris-coe.s3.eu-central-1.amazonaws.com/general/gr/general/GASTRO_5_Establishing_machine_learning_models_to_predict_the_early_risk_of_gastric_cancer_based_on_lifestyle_factors.pdf

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