[HTML][HTML] The role of explainability in creating trustworthy artificial intelligence for health care: a comprehensive survey of the terminology, design choices, and …
Artificial intelligence (AI) has huge potential to improve the health and well-being of people,
but adoption in clinical practice is still limited. Lack of transparency is identified as one of the …
but adoption in clinical practice is still limited. Lack of transparency is identified as one of the …
A review on explainable artificial intelligence for healthcare: why, how, and when?
S Bharati, MRH Mondal… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Artificial intelligence (AI) models are increasingly finding applications in the field of
medicine. Concerns have been raised about the explainability of the decisions that are …
medicine. Concerns have been raised about the explainability of the decisions that are …
Challenges and opportunities beyond structured data in analysis of electronic health records
M Tayefi, P Ngo, T Chomutare… - Wiley …, 2021 - Wiley Online Library
Electronic health records (EHR) contain a lot of valuable information about individual
patients and the whole population. Besides structured data, unstructured data in EHRs can …
patients and the whole population. Besides structured data, unstructured data in EHRs can …
A global federated real-world data and analytics platform for research
MB Palchuk, JW London, D Perez-Rey, ZJ Drebert… - JAMIA …, 2023 - academic.oup.com
Objective This article describes a scalable, performant, sustainable global network of
electronic health record data for biomedical and clinical research. Materials and Methods …
electronic health record data for biomedical and clinical research. Materials and Methods …
Evolving phenotypes of non-hospitalized patients that indicate long COVID
Abstract Background For some SARS-CoV-2 survivors, recovery from the acute phase of the
infection has been grueling with lingering effects. Many of the symptoms characterized as …
infection has been grueling with lingering effects. Many of the symptoms characterized as …
The quality of social determinants data in the electronic health record: a systematic review
LA Cook, J Sachs, NG Weiskopf - Journal of the American …, 2022 - academic.oup.com
Objective The aim of this study was to collect and synthesize evidence regarding data
quality problems encountered when working with variables related to social determinants of …
quality problems encountered when working with variables related to social determinants of …
The secondary use of electronic health records for data mining: Data characteristics and challenges
The primary objective of implementing Electronic Health Records (EHRs) is to improve the
management of patients' health-related information. However, these records have also been …
management of patients' health-related information. However, these records have also been …
Prevalence and clinical outcomes of myocarditis and pericarditis in 718,365 COVID‐19 patients
BJR Buckley, SL Harrison… - European journal of …, 2021 - Wiley Online Library
Background COVID‐19 has a wide spectrum of cardiovascular sequelae including
myocarditis and pericarditis; however, the prevalence and clinical impact are unclear. We …
myocarditis and pericarditis; however, the prevalence and clinical impact are unclear. We …
Electronic health record data quality assessment and tools: a systematic review
AE Lewis, N Weiskopf, ZB Abrams… - Journal of the …, 2023 - academic.oup.com
Objective We extended a 2013 literature review on electronic health record (EHR) data
quality assessment approaches and tools to determine recent improvements or changes in …
quality assessment approaches and tools to determine recent improvements or changes in …
[HTML][HTML] What every reader should know about studies using electronic health record data but may be afraid to ask
Coincident with the tsunami of COVID-19–related publications, there has been a surge of
studies using real-world data, including those obtained from the electronic health record …
studies using real-world data, including those obtained from the electronic health record …