Cargando…

Developing EMR-based algorithms to Identify hospital adverse events for health system performance evaluation and improvement: Study protocol

BACKGROUND: Measurement of care quality and safety mainly relies on abstracted administrative data. However, it is well studied that administrative data-based adverse event (AE) detection methods are suboptimal due to lack of clinical information. Electronic medical records (EMR) have been widely im...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wu, Guosong, Eastwood, Cathy, Zeng, Yong, Quan, Hude, Long, Quan, Zhang, Zilong, Ghali, William A., Bakal, Jeffrey, Boussat, Bastien, Flemons, Ward, Forster, Alan, Southern, Danielle A., Knudsen, Søren, Popowich, Brittany, Xu, Yuan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2022
Materias:	Study Protocol
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9534418/ https://www.ncbi.nlm.nih.gov/pubmed/36197944 http://dx.doi.org/10.1371/journal.pone.0275250

Ejemplares similares

Indicators of missing Electronic Medical Record (EMR) discharge summaries: A retrospective study on Canadian data
por: Wiebe, Natalie, et al.
Publicado: (2020)

Performance of machine learning algorithms for surgical site infection case detection and prediction: A systematic review and meta-analysis
por: Wu, Guosong, et al.
Publicado: (2022)

Validity of AHRQ patient safety indicators derived from ICD-10 hospital discharge abstract data (chart review study)
por: Quan, Hude, et al.
Publicado: (2013)

Field testing a new ICD coding system: methods and early experiences with ICD-11 Beta Version 2018
por: Eastwood, Cathy A., et al.
Publicado: (2022)

ICD-11: towards better capture of quality and safety events in hospital
por: Southern, Danielle, et al.
Publicado: (2017)

Validity of ICD-10 codes for COVID-19 patients with hospital admissions or ED visits in Canada: a retrospective cohort study
por: Wu, Guosong, et al.
Publicado: (2022)

Methodological research priorities for data sciences: Report from The International Methodology Consortium for Coded Health Information (IMECCHI)
por: Jolley, Rachel, et al.
Publicado: (2017)

Development of machine learning models for the detection of surgical site infections following total hip and knee arthroplasty: a multicenter cohort study
por: Wu, Guosong, et al.
Publicado: (2023)

Describing agreement in the main condition coding field using Canadian ICD-11 inpatient data
por: Wiebe, Natalie, et al.
Publicado: (2021)

Training and experience of coding with the World Health Organization’s International Classification of Diseases, Eleventh Revision
por: Eastwood, Cathy A, et al.
Publicado: (2021)

Methods to improve the quality of smoking records in a primary care EMR database: exploring multiple imputation and pattern-matching algorithms
por: Garies, Stephanie, et al.
Publicado: (2020)

Decision algorithm for when to use the ICD-11 3-part model for healthcare harms
por: Eastwood, Cathy A., et al.
Publicado: (2022)

A Meta-Data Manifesto: The Need for Global Health Meta-Data
por: Fabreau, Gabriel E, et al.
Publicado: (2018)

Validation of two case definitions to identify pressure ulcers using hospital administrative data
por: Ho, Chester, et al.
Publicado: (2017)

Constructing episodes of inpatient care: How to define hospital transfer in hospital administrative health data?
por: Peng, Mingkai, et al.
Publicado: (2017)

Under-coding of secondary conditions in coded hospital health data: impact of co-existing conditions, death status and number of codes in a record
por: Peng, Mingkai, et al.
Publicado: (2017)

Hypertension identification using inpatient clinical notes from electronic medical records: an explainable, data-driven algorithm study
por: Martin, Elliot A., et al.
Publicado: (2023)

Primary care EMR and administrative data linkage in Alberta, Canada: describing the suitability for hypertension surveillance
por: Garies, Stephanie, et al.
Publicado: (2020)

Creation and Validation of an EMR-based Algorithm for Identifying Major Adverse Cardiac Events while on Statins
por: Wei, Wei-Qi, et al.
Publicado: (2014)

A framework to assess patient-reported adverse outcomes arising during hospitalization
por: Barbara, Okoniewska, et al.
Publicado: (2016)

Expanding the impact of a longstanding Canadian cardiac registry through data linkage: challenges and opportunities
por: Southern, Danielle A, et al.
Publicado: (2018)

Discharge Communication and Patient Involvement are Associated with Unplanned Hospital Readmissions: Results from a Validated Hospital Experience Survey
por: Kemp, Kyle, et al.
Publicado: (2017)

CREATE: A New Data Resource to Support Cardiac Precision Health
por: Lee, Seungwon, et al.
Publicado: (2020)

Erratum to: A framework to assess patient-reported adverse outcomes arising during hospitalization
por: Okoniewska, B., et al.
Publicado: (2017)

An administrative data merging solution for dealing with missing data in a clinical registry: adaptation from ICD-9 to ICD-10
por: Southern, Danielle A, et al.
Publicado: (2008)

Association of inpatient hospital experience with patient safety indicators: a cross-sectional, Canadian study
por: Kemp, Kyle A, et al.
Publicado: (2016)

EMR in Eye Units
por: Camburu, Georgiana, et al.
Publicado: (2020)

Leaving the Walkman and ICD-9 Behind: Modernizing the Disease Classification System Used by Canadian Physicians
por: Garies, Stephanie, et al.
Publicado: (2022)

ICD-10 coding algorithms for defining comorbidities of acute myocardial infarction
por: So, Lawrence, et al.
Publicado: (2006)

The ‘Anchoring-EMR’ technique has already been described and named the ‘Tip-in EMR’ technique
por: Imai, Kenichiro, et al.
Publicado: (2020)

Combining structured and unstructured data in EMRs to create clinically-defined EMR-derived cohorts
por: Tam, Charmaine S., et al.
Publicado: (2021)

Coding reliability and agreement of International Classification of Disease, 10(th) revision (ICD-10) codes in emergency department data
por: Peng, Mingkai, et al.
Publicado: (2018)

An audit tool for assessing the appropriateness of carotid endarterectomy
por: Kennedy, James, et al.
Publicado: (2004)

Dealing with missing data in a multi-question depression scale: a comparison of imputation methods
por: Shrive, Fiona M, et al.
Publicado: (2006)

Immunization registries in the EMR Era
por: Stevens, Lindsay A., et al.
Publicado: (2013)

Asymmetric protonation of EmrE
por: Morrison, Emma A., et al.
Publicado: (2015)

Diagnostic and prognostic capabilities of a biomarker and EMR‐based machine learning algorithm for sepsis
por: Taneja, Ishan, et al.
Publicado: (2021)

Defining and validating comorbidities and procedures in ICD-10 health data in ST-elevation myocardial infarction patients
por: Youngson, Erik, et al.
Publicado: (2016)

The three-part model for coding causes and mechanisms of healthcare-related adverse events
por: Southern, Danielle A., et al.
Publicado: (2022)

Exploring the differences in ICD and hospital morbidity data collection features across countries: an international survey
por: Otero Varela, Lucia, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_d981ppajnjod66ve6vhiknogng