A hybrid modeling framework for generalizable and interpretable predictions of ICU mortality across multiple hospitals

ME Samadi, J Guzman-Maldonado, K Nikulina… - Scientific reports, 2024 - nature.com
The development of reliable mortality risk stratification models is an active research area in
computational healthcare. Mortality risk stratification provides a standard to assist physicians …

Chinese experts' consensus on the application of intensive care big data

L Su, S Liu, Y Long, C Chen, K Chen, M Chen… - Frontiers in …, 2024 - frontiersin.org
The development of intensive care medicine is inseparable from the diversified monitoring
data. Intensive care medicine has been closely integrated with data since its birth. Critical …

A hybrid modeling framework for generalizable and interpretable predictions of ICU mortality: leveraging ICD codes in a multi-hospital study of mechanically ventilated …

ME Samadi, J Guzman-Maldonado, K Nikulina… - 2023 - researchsquare.com
The development of reliable mortality risk stratification models is an active research area in
computational healthcare. Mortality risk stratification provides a standard to assist physicians …

Computational Design Science Research to Solve Real-World Problems With High Impact

B Kim - 2023 - search.proquest.com
As big data technologies continue to transform our lives, computational design science
research (CDSR) is becoming an essential paradigm in the field of information systems (IS) …