Cargando…

Using electronic health records to develop and validate a machine-learning tool to predict type 2 diabetes outcomes: a study protocol

INTRODUCTION: Type 2 diabetes mellitus (T2DM) is a major cause of blindness, kidney failure, myocardial infarction, stroke and lower limb amputation. We are still unable, however, to accurately predict or identify which patients are at a higher risk of deterioration. Most risk stratification tools d...

Descripción completa

Detalles Bibliográficos
Autores principales:	Neves, Ana Luisa, Pereira Rodrigues, Pedro, Mulla, Abdulrahim, Glampson, Ben, Willis, Tony, Darzi, Ara, Mayer, Erik
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BMJ Publishing Group 2021
Materias:	Health Informatics
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8327849/ https://www.ncbi.nlm.nih.gov/pubmed/34330856 http://dx.doi.org/10.1136/bmjopen-2020-046716

Ejemplares similares

Impact of sharing electronic health records with patients on the quality and safety of care: a systematic review and narrative synthesis protocol
por: Neves, Ana Luisa, et al.
Publicado: (2018)

Electronic Health Records, Interoperability and Patient Safety in Health Systems of High-income Countries: A Systematic Review Protocol
por: Li, Edmond, et al.
Publicado: (2021)

Recommendations for the Use of Operational Electronic Health Record Data in Comparative Effectiveness Research
por: Hersh, William R., et al.
Publicado: (2013)

Quality Measure Performance in Small Practices Before and After Electronic Health Record Adoption
por: McCullough, Colleen M., et al.
Publicado: (2015)

Development and Implementation of an Electronic Decision Support to Manage the Health of a High-Risk Population: The enhanced Electronic Medical Record Aging Brain Care Software (eMR-ABC)
por: Frame, Amie, et al.
Publicado: (2013)

Developing a Communitywide Electronic Health Record Disease Registry in Primary Care Practices: Lessons Learned from the Western New York Beacon Community
por: Heider, Arvela R., et al.
Publicado: (2014)

Preparing Electronic Clinical Data for Quality Improvement and Comparative Effectiveness Research: The SCOAP CERTAIN Automation and Validation Project
por: Devine, Emily Beth, et al.
Publicado: (2013)

Validating childhood asthma in an epidemiological study using linked electronic patient records
por: Cornish, Rosaleen P, et al.
Publicado: (2014)

In Search of a Data-in-Once, Electronic Health Record-Linked, Multicenter Registry—How Far We Have Come and How Far We Still Have to Go
por: Marsolo, Keith
Publicado: (2013)

Validation of acute exacerbation of chronic obstructive pulmonary disease (COPD) recording in electronic health records: a systematic review protocol
por: Stone, Philip, et al.
Publicado: (2020)

How Patients Can Improve the Accuracy of their Medical Records
por: Dullabh, Prashila M., et al.
Publicado: (2014)

A pragmatic method for electronic medical record-based observational studies: developing an electronic medical records retrieval system for clinical research
por: Yamamoto, Keiichi, et al.
Publicado: (2012)

2101: Addressing African American glaucoma through genetics and electronic health records
por: Cooke Bailey, Jessica, et al.
Publicado: (2018)

2246: Characterization of resistant hypertension in a statewide electronic health record-based database (OneFlorida)
por: McDonough, Caitrin W., et al.
Publicado: (2018)

An expanded phenotype centric benchmark of variant prioritisation tools
por: Anderson, Denise, et al.
Publicado: (2022)

Electronic health records (EHR) simulation-based training: a scoping review protocol
por: Nuamah, Joseph K, et al.
Publicado: (2020)

Benchmarking deep learning splice prediction tools using functional splice assays
por: Riepe, Tabea V., et al.
Publicado: (2021)

Text mining occupations from the mental health electronic health record: a natural language processing approach using records from the Clinical Record Interactive Search (CRIS) platform in south London, UK
por: Chilman, Natasha, et al.
Publicado: (2021)

Assessing the Pathogenicity of Insertion and Deletion Variants with the Variant Effect Scoring Tool (VEST‐Indel)
por: Douville, Christopher, et al.
Publicado: (2015)

VariantAlert: A web‐based tool to notify updates in genetic variant annotations
por: Atzeni, Rossano, et al.
Publicado: (2022)

Code sets for respiratory symptoms in electronic health records research: a systematic review protocol
por: Jayatunga, Wikum, et al.
Publicado: (2019)

Patient-generated health data and electronic health record integration: protocol for a scoping review
por: Tiase, Victoria L, et al.
Publicado: (2019)

Quoted text in the mental healthcare electronic record: an analysis of the distribution and content of single-word quotations
por: Jayasinghe, Lasantha, et al.
Publicado: (2021)

Electronic medical record-related burnout in healthcare providers: a scoping review of outcomes and interventions
por: Li, Calandra, et al.
Publicado: (2022)

COVID-19 surveillance data quality issues: a national consecutive case series
por: Costa-Santos, Cristina, et al.
Publicado: (2021)

Impact of providing patients access to electronic health records on quality and safety of care: a systematic review and meta-analysis
por: Neves, Ana Luisa, et al.
Publicado: (2020)

Electronic Clinical Surveillance to Improve Outpatient Care: Diverse Applications within an Integrated Delivery System
por: Danforth, Kim N., et al.
Publicado: (2014)

Evaluating a digital sepsis alert in a London multisite hospital network: a natural experiment using electronic health record data
por: Honeyford, Kate, et al.
Publicado: (2019)

2289: Will the Veteran Affairs (VA) electronic medical records (EMR) database reveal a signal that angiotensin II inhibiting medications ameliorate depression?
por: Maron, David D., et al.
Publicado: (2018)

Use of simulation to assess electronic health record safety in the intensive care unit: a pilot study
por: March, Christopher A, et al.
Publicado: (2013)

Impact of electronic health records on predefined safety outcomes in patients admitted to hospital: a scoping review
por: Subbe, Christian Peter, et al.
Publicado: (2021)

MiRLog and dbmiR: Prioritization and functional annotation tools to study human microRNA sequence variants
por: Giovannetti, Agnese, et al.
Publicado: (2022)

Development and Implementation of ExPLORE Clinical Practice, a Web-accessible Comparative Outcomes Tool for California Hospitals and Physicians
por: McNair, Peter D., et al.
Publicado: (2015)

2456: Genetic determinants of recovery after mild traumatic brain injury: Can study samples be identified from electronic medical records linked to DNA biobanks?
por: Dennis, Jessica, et al.
Publicado: (2018)

Perceptions of chronically ill and healthy consumers about electronic personal health records: a comparative empirical investigation
por: Cocosila, Mihail, et al.
Publicado: (2014)

Effects of patient accessible electronic health records on nurses’ work environment: a survey study on expectations in Sweden
por: Cajander, Åsa, et al.
Publicado: (2022)

The Clinical Next‐Generation Sequencing Database: A Tool for the Unified Management of Clinical Information and Genetic Variants to Accelerate Variant Pathogenicity Classification
por: Nishio, Shin‐ya, et al.
Publicado: (2017)

Data-driven discovery of changes in clinical code usage over time: a case-study on changes in cardiovascular disease recording in two English electronic health records databases (2001–2015)
por: Rockenschaub, Patrick, et al.
Publicado: (2020)

PatientMatcher: A customizable Python‐based open‐source tool for matching undiagnosed rare disease patients via the Matchmaker Exchange network
por: Rasi, Chiara, et al.
Publicado: (2022)

Open-source point-of-care electronic medical records for use in resource-limited settings: systematic review and questionnaire surveys
por: Millard, Peter S, et al.
Publicado: (2012)

Cannot write session to /tmp/vufind_sessions/sess_t7lv8g28oifoab5oa1ri067mfi