Quality assessment of real-world data repositories across the data life cycle: a literature review
Objective Data quality (DQ) must be consistently defined in context. The attributes, metadata,
and context of longitudinal real-world data (RWD) have not been formalized for quality …
and context of longitudinal real-world data (RWD) have not been formalized for quality …
[HTML][HTML] Resilient Artificial Intelligence in Health: Synthesis and Research Agenda Toward Next-Generation Trustworthy Clinical Decision Support
Artificial intelligence (AI)–based clinical decision support systems are gaining momentum by
relying on a greater volume and variety of secondary use data. However, the uncertainty …
relying on a greater volume and variety of secondary use data. However, the uncertainty …
Blockchain for data originality in pharma manufacturing
Purpose This paper analyses the feasibility of tracking data originality for pharmaceutical
manufacturing in a tamper-proof manner using a geographically distributed system. The …
manufacturing in a tamper-proof manner using a geographically distributed system. The …
[HTML][HTML] Quality of hospital electronic health record (EHR) data based on the international consortium for health outcomes measurement (ICHOM) in heart failure: pilot …
Background: There is increasing recognition that health care providers need to focus
attention, and be judged against, the impact they have on the health outcomes experienced …
attention, and be judged against, the impact they have on the health outcomes experienced …
Development and initial validation of a data quality evaluation tool in obstetrics real-world data through HL7-FHIR interoperable Bayesian networks and expert rules
Background The increasing prevalence of electronic health records (EHRs) in healthcare
systems globally has underscored the importance of data quality for clinical decision-making …
systems globally has underscored the importance of data quality for clinical decision-making …
Stability metrics for multi-source biomedical data based on simplicial projections from probability distribution distances
Biomedical data may be composed of individuals generated from distinct, meaningful
sources. Due to possible contextual biases in the processes that generate data, there may …
sources. Due to possible contextual biases in the processes that generate data, there may …
Probabilistic change detection and visualization methods for the assessment of temporal stability in biomedical data quality
Abstract Knowledge discovery on biomedical data can be based on on-line, data-stream
analyses, or using retrospective, timestamped, off-line datasets. In both cases, changes in …
analyses, or using retrospective, timestamped, off-line datasets. In both cases, changes in …
What can millions of laboratory test results tell us about the temporal aspect of data quality? Study of data spanning 17 years in a clinical data warehouse
V Looten, LKW Chang, A Neuraz… - Computer Methods and …, 2019 - Elsevier
Objective To identify common temporal evolution profiles in biological data and propose a
semi-automated method to these patterns in a clinical data warehouse (CDW). Materials and …
semi-automated method to these patterns in a clinical data warehouse (CDW). Materials and …
Temporal variability analysis reveals biases in electronic health records due to hospital process reengineering interventions over seven years
Objective To evaluate the effects of Process-Reengineering interventions on the Electronic
Health Records (EHR) of a hospital over 7 years. Materials and methods Temporal …
Health Records (EHR) of a hospital over 7 years. Materials and methods Temporal …
Costo-efectividad del rastreo de cáncer colorrectal en provincias argentinas seleccionadas
S Hasdeu, L Lamfre, J Altuna, S Torales… - Revista Argentina de …, 2017 - SciELO Argentina
INTRODUCCIÓN: El cáncer colorrectal (CCR) es una de las principales causas de
mortalidad en adultos. En Argentina es la segunda entre las neoplasias, y se observan …
mortalidad en adultos. En Argentina es la segunda entre las neoplasias, y se observan …