Evaluating site-of-care-related racial disparities in kidney graft failure using a novel federated learning framework
Objectives Racial disparities in kidney transplant access and posttransplant outcomes exist
between non-Hispanic Black (NHB) and non-Hispanic White (NHW) patients in the United …
between non-Hispanic Black (NHB) and non-Hispanic White (NHW) patients in the United …
Moving forward on the science of informatics and predictive analytics
S Bakken - Journal of the American Medical Informatics …, 2024 - academic.oup.com
The number of predictive models based on electronic health record (EHR) data is expanding
resulting in identification of challenges not only in model development and validation (bias …
resulting in identification of challenges not only in model development and validation (bias …
Distributed algorithms and statistical inference for multi-site analyses: unfolding the complexity of heterogeneity in real-world data
J Tong - 2024 - repository.upenn.edu
In the era of expanding real-world data (RWD) availability from distributed research
networks (DRNs), leveraging large-scale data has become essential to generate evidence …
networks (DRNs), leveraging large-scale data has become essential to generate evidence …