Using routinely collected clinical data for circadian medicine: A review of opportunities and challenges
A wealth of data is available from electronic health records (EHR) that are collected as part
of routine clinical care in hospitals worldwide. These rich, longitudinal data offer an attractive …
of routine clinical care in hospitals worldwide. These rich, longitudinal data offer an attractive …
Why do probabilistic clinical models fail to transport between sites
The rising popularity of artificial intelligence in healthcare is highlighting the problem that a
computational model achieving super-human clinical performance at its training sites may …
computational model achieving super-human clinical performance at its training sites may …
Large language models with retrieval-augmented generation for zero-shot disease phenotyping
WE Thompson, DM Vidmar, JK De Freitas… - arXiv preprint arXiv …, 2023 - arxiv.org
Identifying disease phenotypes from electronic health records (EHRs) is critical for
numerous secondary uses. Manually encoding physician knowledge into rules is particularly …
numerous secondary uses. Manually encoding physician knowledge into rules is particularly …
Why Do Clinical Probabilistic Models Fail To Transport Between Sites?
The rising popularity of artificial intelligence in healthcare is highlighting the problem that a
computational model achieving super-human clinical performance at its training sites may …
computational model achieving super-human clinical performance at its training sites may …
Medicine utilization studies in Australian individual‐level dispensing data: A blinded, multi‐center replicated analysis
MB Gillies, C Bharat, X Camacho… - … and Drug Safety, 2024 - Wiley Online Library
Purpose Medicine dispensing data require extensive preparation when used for research
and decisions during this process may lead to results that do not replicate between …
and decisions during this process may lead to results that do not replicate between …
Development and evaluation of an algorithm to link mothers and infants in two US commercial healthcare claims databases for pharmacoepidemiology research
Background Administrative healthcare claims databases are used in drug safety research
but are limited for investigating the impacts of prenatal exposures on neonatal and pediatric …
but are limited for investigating the impacts of prenatal exposures on neonatal and pediatric …
CohortDiagnostics: phenotype evaluation across a network of observational data sources using population-level characterization
Objective: This paper introduces a novel framework for evaluating phenotype algorithms
(PAs) using the open-source tool, Cohort Diagnostics. Materials and Methods: The method …
(PAs) using the open-source tool, Cohort Diagnostics. Materials and Methods: The method …
[PDF][PDF] Sekundärnutzung deutscher Medikationsdaten in internationalen Studien unter Wahrung der semantischen Bedeutung
I Reinecke - 2024 - core.ac.uk
Elektronisch verfügbare Daten aus der Gesundheitsversorgung, sogenannte Real-World
Data (RWD), gewinnen zunehmend an Bedeutung für die Forschung, insbesondere in der …
Data (RWD), gewinnen zunehmend an Bedeutung für die Forschung, insbesondere in der …