Cilia E. Zayas
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View article: Development and validation of the early warning system scores ontology
Development and validation of the early warning system scores ontology Open
Background Clinical early warning scoring systems, have improved patient outcomes in a range of specializations and global contexts. These systems are used to predict patient deterioration. A multitude of patient-level physiological decomp…
View article: Linguistic and ontological challenges of multiple domains contributing to transformed health ecosystems
Linguistic and ontological challenges of multiple domains contributing to transformed health ecosystems Open
This paper provides an overview of current linguistic and ontological challenges which have to be met in order to provide full support to the transformation of health ecosystems in order to meet precision medicine (5 PM) standards. It high…
View article: Experiences with developing and implementing a c<i>ourageous conversations</i> pilot classroom through synchronous meetings via zoom
Experiences with developing and implementing a c<i>ourageous conversations</i> pilot classroom through synchronous meetings via zoom Open
With structured implementation, courageous conversations can be an effective approach to create more diverse, equitable, and inclusive spaces in training programs with similar DEI ecosystems.
View article: Repeatable enhancement of healthcare data with social determinants of health
Repeatable enhancement of healthcare data with social determinants of health Open
Background Social and behavioral aspects of our lives significantly impact our health, yet minimal social determinants of health (SDOH) data elements are collected in the healthcare system. Methods In this proof-of-concept study we develop…
View article: Assessing the Need for Semantic Data Integration for Surgical Biobanks—A Knowledge Representation Perspective
Assessing the Need for Semantic Data Integration for Surgical Biobanks—A Knowledge Representation Perspective Open
To improve patient outcomes after trauma, the need to decrypt the post-traumatic immune response has been identified. One prerequisite to drive advancement in understanding that domain is the implementation of surgical biobanks. This paper…
View article: Automated Enhancement and Curation of Healthcare Data
Automated Enhancement and Curation of Healthcare Data Open
Social and behavioral aspects of our lives significantly impact our health, yet minimal social determinants of health (SDOH) data elements are collected in the healthcare system. In this study we developed a repeatable SDOH enrichment and …