Predicting the risk of early intensive care unit admission for patients hospitalized with acute pancreatitis using supervised machine learning

CONCLUSIONS: This supervised machine learning-based model can help recognize high-risk AP hospitalizations. Clinicians may use the IAPR score to identify patients with AP at high risk of ICU admission within the first week of hospitalization.PMID:38628340 | PMC:PMC11018057 | DOI:10.1080/08998280.2024.2326371

Source: Baylor University Medical Center Proceedings - April 17, 2024 Category: Universities & Medical Training Authors: Hassam Ali Faisal Inayat Rubaid Dhillon Pratik Patel Arslan Afzal Christin Wilkinson Attiq Ur Rehman Muhammad Sajeel Anwar Gul Nawaz Ahtshamullah Chaudhry Junaid Rasul Awan Muhammad Sohaib Afzal Jayanta Samanta Douglas G Adler Babu P Mohan Source Type: research