Cargando…

Clinical Implementation of Predictive Models Embedded within Electronic Health Record Systems: A Systematic Review

Predictive analytics using electronic health record (EHR) data have rapidly advanced over the last decade. While model performance metrics have improved considerably, best practices for implementing predictive models into clinical settings for point-of-care risk stratification are still evolving. He...

Descripción completa

Detalles Bibliográficos
Autores principales:	Lee, Terrence C., Shah, Neil U., Haack, Alyssa, Baxter, Sally L.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7710328/ https://www.ncbi.nlm.nih.gov/pubmed/33274178 http://dx.doi.org/10.3390/informatics7030025

Ejemplares similares

Implementation and Continuous Monitoring of an Electronic Health Record Embedded Readmissions Clinical Decision Support Tool
por: Gallagher, David, et al.
Publicado: (2020)

Implementation of a graph-embedded topic model for analysis of population-level electronic health records
por: Wang, Yuening, et al.
Publicado: (2022)

CADe System Integrated within the Electronic Health Record
por: Vállez, Noelia, et al.
Publicado: (2013)

Photodiodes embedded within electronic textiles
por: Satharasinghe, Achala, et al.
Publicado: (2018)

Implementing Electronic Document and Record Management Systems
por: Adam, Azad
Publicado: (2008)

An electronic health record system implementation in a resource limited country—lessons learned
por: Ali, Sayed K, et al.
Publicado: (2023)

Embedding “Smart” Disease Coding Within Routine Electronic Medical Record Workflow: Prospective Single-Arm Trial
por: Mangin, Dee, et al.
Publicado: (2020)

Implementing electronic health records in hospitals: a systematic literature review
por: Boonstra, Albert, et al.
Publicado: (2014)

Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction
por: Rasmy, Laila, et al.
Publicado: (2021)

Electronics for embedded systems
por: Bindal, Ahmet
Publicado: (2017)

Readiness Assessment of Electronic Health Records Implementation
por: Ajami, Sima, et al.
Publicado: (2011)

Barriers to implement Electronic Health Records (EHRs)
por: Ajami, Sima, et al.
Publicado: (2013)

Measures of electronic health record use in outpatient settings across vendors
por: Baxter, Sally L, et al.
Publicado: (2020)

Implementing an electronic medical record system: successes, failures, lessons
por: Moen, Anne
Publicado: (2007)

148. Implementation of Restriction Criteria within an Electronic Medical Record and Its Impact on Carbapenem Prescribing
por: Naderi, Mandana, et al.
Publicado: (2021)

Methodological reflections on the evaluation of the implementation and adoption of national electronic health record systems
por: Takian, Amir, et al.
Publicado: (2012)

Artificial Intelligence Algorithm with ICD Coding Technology Guided by the Embedded Electronic Medical Record System in Medical Record Information Management
por: Wang, Cheng, et al.
Publicado: (2021)

Electronic Medical Records as Input to Predict Postoperative Immediate Remission of Cushing’s Disease: Application of Word Embedding
por: Zhang, Wentai, et al.
Publicado: (2021)

Unifying Diagnosis Identification and Prediction Method Embedding the Disease Ontology Structure From Electronic Medical Records
por: Chen, Jingfeng, et al.
Publicado: (2022)

Time-sensitive clinical concept embeddings learned from large electronic health records
por: Xiang, Yang, et al.
Publicado: (2019)

Electronic Health Records: Critical Success Factors in Implementation
por: Safdari, Reza, et al.
Publicado: (2015)

Satisfied or not satisfied? Electronic health records system implementation in Ghana: Health leaders’ perspective
por: Attafuah, Priscilla Y. A., et al.
Publicado: (2022)

Embedding electronic health records onto a knowledge network recognizes prodromal features of multiple sclerosis and predicts diagnosis
por: Nelson, Charlotte A, et al.
Publicado: (2021)

The Postencounter Form System: Viewpoint on Efficient Data Collection Within Electronic Health Records
por: Held, Philip, et al.
Publicado: (2020)

Embedded systems: hardware, design, and implementation
por: Iniewski, Krzysztof
Publicado: (2013)

mUzima Mobile Electronic Health Record (EHR) System: Development and Implementation at Scale
por: Were, Martin Chieng, et al.
Publicado: (2021)

Association of Electronic Health Record Inbasket Message Characteristics With Physician Burnout
por: Baxter, Sally L., et al.
Publicado: (2022)

Supporting Students With Electronic Health Record–Embedded Learning Aids: A Mixed-Methods Study
por: Peters, Sanne, et al.
Publicado: (2019)

Usability Testing of a National Substance Use Screening Tool Embedded in Electronic Health Records
por: Press, Anne, et al.
Publicado: (2016)

Feasibility of Embedding a Scalable, Virtually Enabled Biorepository in the Electronic Health Record for Precision Medicine
por: DeMerle, Kimberley M., et al.
Publicado: (2021)

Successfully implementing a national electronic health record: a rapid umbrella review
por: Fennelly, Orna, et al.
Publicado: (2020)

Methylation risk scores are associated with a collection of phenotypes within electronic health record systems
por: Thompson, Mike, et al.
Publicado: (2022)

Predictability Bounds of Electronic Health Records
por: Dahlem, Dominik, et al.
Publicado: (2015)

Capabilities and Advantages of Cloud Computing in the Implementation of Electronic Health Record
por: Ahmadi, Maryam, et al.
Publicado: (2018)

Electronic Health Record Implementation: A Review of Resources and Tools
por: Aguirre, Roboam R, et al.
Publicado: (2019)

Exploring facilitators of the implementation of electronic health records in Saudi Arabia
por: Alzghaibi, Haitham A., et al.
Publicado: (2022)

The implementation of an electronic medical record (EMR) and its impact on quality of documentation
por: Wurster, F, et al.
Publicado: (2023)

Electronic medical record implementation for a healthcare system caring for homeless people
por: Angoff, Gerald H, et al.
Publicado: (2018)

Physicians' Attitude towards Electronic Medical Record Systems: An Input for Future Implementers
por: Kalayou, Mulugeta Hayelom, et al.
Publicado: (2021)

Organizational and health professional readiness for the implementation of electronic medical record system: an implication for the current EMR implementation in northwest Ethiopia
por: Yilma, Tesfahun Melese, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_6gtq348l2malfkjceo7b11e6i0