Mohsen Askar
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View article: Exploring Multimorbidity Patterns in older hospitalized Norwegian patients using Network Analysis modularity
Exploring Multimorbidity Patterns in older hospitalized Norwegian patients using Network Analysis modularity Open
The study demonstrates the use of NA modularity detection in identifying MPs. The findings highlight the complex interaction of chronic conditions in the elderly and the potential of NA methodology in exploring these relationships.
View article: Using machine learning methods to predict all-cause somatic hospitalizations in adults: A systematic review
Using machine learning methods to predict all-cause somatic hospitalizations in adults: A systematic review Open
Aim In this review, we investigated how Machine Learning (ML) was utilized to predict all-cause somatic hospital admissions and readmissions in adults. Methods We searched eight databases (PubMed, Embase, Web of Science, CINAHL, ProQuest, …
View article: From research to clinic: Accelerating the translation of clinical decision support systems by making synthetic data interoperable
From research to clinic: Accelerating the translation of clinical decision support systems by making synthetic data interoperable Open
The translation of clinical decision support system (CDSS) tools from research settings into the clinic is often non-existent, partly because the focus tends to be on training machine learning models rather than tool development using the …
View article: Replication Data for: "An introduction to network analysis for studies of medication use" edge lists
Replication Data for: "An introduction to network analysis for studies of medication use" edge lists Open
The dataset contains the co-medicated medication pairs used in the Norwegian elderly population at January 1. 2013. The edge list consists of three variables; medication 1, medication 2, represented by ATC codes, and edges variable. The ed…
View article: Network Analysis: an approach to the study of drug-drug relations. Co-medication in Norwegian elderly and severe drug-drug interactions as examples
Network Analysis: an approach to the study of drug-drug relations. Co-medication in Norwegian elderly and severe drug-drug interactions as examples Open
Network analysis (NA) has been used for studying many social aspects. Employing of network analysis as an approach in the field of public health, to study the relations between patients or health workers and their potential effects in many…