Bringing Communities Together: Mapping the Investigation-Study-Assay-Model (ISA) to Fast Healthcare Interoperability Resources (FHIR).

Adhering to FAIR principles (findability, accessibility, interoperability, reusability) ensures sustainability and reliable exchange of data and metadata. Research communities need common infrastructures and information models to collect, store, manage and work with data and metadata. The German initiative NFDI4Health created a metadata schema and an infrastructure integrating existing platforms based on different information models and standards. To ensure system compatibility and enhance data integration possibilities, we mapped the Investigation-Study-Assay (ISA) model to Fast Healthcare Interoperability Resources (FHIR). We present the mapping in FHIR logical models, a resulting FHIR resources' network and challenges that we encountered. Challenges mainly related to ISA's genericness, and to different structures and datatypes used in ISA and FHIR. Mapping ISA to FHIR is feasible but requires further analyses of example data and adaptations to better specify target FHIR elements, and enable possible automatized conversions from ISA to FHIR.

Secondary data for global health digitalisation.

Substantial opportunities for global health intelligence and research arise from the combined and optimised use of secondary data within data ecosystems. Secondary data are information being used for purposes other than those intended when they were collected. These data can be gathered from sources on the verge of widespread use such as the internet, wearables, mobile phone apps, electronic health records, or genome sequencing. To utilise their full potential, we offer guidance by outlining available sources and approaches for the processing of secondary data. Furthermore, in addition to indicators for the regulatory and ethical evaluation of strategies for the best use of secondary data, we also propose criteria for assessing reusability. This overview supports more precise and effective policy decision making leading to earlier detection and better prevention of emerging health threats than is currently the case.

High-dose heparin is associated with higher bleeding and thrombosis rates in pediatric patients following cardiac surgery.

OBJECTIVE: To determine the association between unfractionated heparin (UFH) dose and the rate of postoperative bleeding and thrombosis events in pediatric cardiac patients. We tested the hypothesis that high-dose UFH is associated with higher rates of bleeding and thrombosis. METHODS: This is a retrospective review of pediatric patients admitted to the cardiac intensive care unit following cardiac surgery between November 2016 and December 2017. Peripheral venous thrombosis was excluded from analysis. Bleeding was defined as spontaneous bleeding remote from procedural manipulation. Postoperative UFH dosing strategy was categorized into 3 groups: no UFH, low-dose UFH (<15 U/kg/h) and high-dose UFH (≥15 U/kg/h). Statistical analysis was performed using multivariable logistic regression. RESULTS: We observed 966 consecutive patients (median age, 1.37 years; interquartile range, 0.27-5.50 years) during their stay in the cardiac intensive care unit. There were 94 patients (10%) with bleeding and 52 patients (5%) with thrombosis during follow-up. Patients receiving high-dose UFH experienced significantly more bleeding (odds ratio, 2.35; 95% confidence interval, 1.45-3.95) and thrombosis events (odds ratio, 3.65; 95% confidence interval, 1.81-7.38) compared with patients receiving low-dose UFH. The odds of bleeding (odds ratio, 0.81; 95% confidence interval, 0.45-1.47) and thrombosis (odds ratio, 0.59; 95% confidence interval, 0.26-1.35) were similar in the low-dose UFH and no-UFH groups. CONCLUSIONS: Bleeding remote from immediate postsurgical bleeding occurs uncommonly in pediatric patients following cardiac surgery. Anticoagulation with high-dose UFH is associated with higher bleeding rates as well as higher thrombosis rates. Indications for high-dose UFH should be carefully considered to reduce the rate of bleeding in this population.