Prospective, multi-center, cluster-randomized trial of a hospital Infection Preventionist (IP)-led quality improvement study to provide clinical teams with just-in-time clinical education and reinforcement of existing best practices recommendations based on the output of a possible Central Line Associated Blood Stream Infection (CLABSI) Machine Learning (ML) prediction model. The objective is to determine whether providing this model to Infection Preventionists will decrease the CLABSI rates versus routine clinical practice.
Prospective, multi-center, cluster-randomized trial of a hospital Infection Preventionist (IP)-led quality improvement study to provide clinical teams with just-in-time clinical education and reinforcement of existing best practices recommendations based on the output of a possible Central Line Associated Blood Stream Infection (CLABSI) Machine Learning (ML) prediction model. The objective is to determine whether providing this model to Infection Preventionists will decrease the CLABSI rates versus routine clinical practice.
Machine Learning Prediction of Possible Central Line Associated Blood Stream Infections and Their Reduction
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Providence Alaska Medical Center, Anchorage, Alaska, United States, 99508
St. Mary Medical Center, Apple Valley, California, United States, 92307
Providence Saint Joseph Medical Center, Burbank, California, United States, 91505
St. Jude Medical Center, Fullerton, California, United States, 92835
Providence Holy Cross Medical Center, Mission Hills, California, United States, 91345
Mission Hospital, Mission Viejo, California, United States, 92691
Queen of the Valley Medical Center, Napa, California, United States, 94558
St. Joseph Hospital, Orange, California, United States, 92868
Santa Rosa Memorial Hospital, Santa Rosa, California, United States, 95405
Providence Cedars-Sinai Tarzana Medical Center, Tarzana, California, United States, 91356
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18 Years to
ALL
No
Swedish Medical Center,
2027-12