Food Allergy, Data Dictionary, Health Informatics, Electronic Health Records, Electronic Medical Records
Subject: MESH:
Food Hypersensitivity--therapy, Food Hypersensitivity--diagnosis, Electronic Health Records
Creator:
Sehgal, Shruti, Starren, Justin
Contributor:
Gupta, Ruchi S, Bilaver, Lucy A, Wlodarski, Mark T, Makhija, Melanie Mala, Spergel, Jonathan M , Wang, Julie, Ciaccio, Christina E, Ward, Dana, Soulakis, Nicholas Dean
Publisher:
DigitalHub. Galter Health Sciences Library & Learning Center
Abstract - Development of a Graph Model for the OMOP Common Data Model
Abstract:
Current phenotyping and systems biology research requires not only integration of large volumes of Electronic Health Record (EHR) and multi-omics data, but also capturing the multitudes of relations among the concepts. Graph databases have emerged as a promising technology for such tasks, supporting not only local analysis but also global analysis leveraging graph algorithms like Centrality, Community Detection, Path Finding or Node Embeddings.Unfortunately, EHR data is rarely available in a graph format. While a nave row-to-node conversion is possible, the resulting graph is typically attribute-heavy, resulting in suboptimal performance. To address this limitation, we developed a modelling method to convert data form the Observational Medical Outcomes Partnership Common Data Model (OMOP CDM) to the Neo4j [www.neo4j.com] graph property model.
Keyword:
Graph Database, SCRIPT study, OMOP CDM
Subject: MESH:
Models, Theoretical
Subject: LCSH:
Graph databases
Creator:
Kang, Mengjia, Alvarado-Guzman, Jose A., Rasmussen, Luke, Starren, Justin B
Publisher:
DigitalHub. Galter Health Sciences Library & Learning Center
NUCATS Series on Developing and Enhancing Mentoring Relationships
Description:
The cross-disciplinary content covers critical building blocks of all mentoring relationships, including identifying mentoring needs, establishing and aligning expectations in mentoring, maintaining effective communication, mentoring across differences, and additional mentoring skills and strategies.
Keyword:
NUCATS, Mentoring
Creator:
Carnethon, Mercedes R, Cameron, Kenzie A
Publisher:
DigitalHub. Galter Health Sciences Library & Learning Center