Cargando…

Integrating Structured and Unstructured EHR Data Using an FHIR-based Type System: A Case Study with Medication Data

Standards-based modeling of electronic health records (EHR) data holds great significance for data interoperability and large-scale usage. Integration of unstructured data into a standard data model, however, poses unique challenges partially due to heterogeneous type systems used in existing clinic...

Descripción completa

Detalles Bibliográficos
Autores principales:	Hong, Na, Wen, Andrew, Shen, Feichen, Sohn, Sunghwan, Liu, Sijia, Liu, Hongfang, Jiang, Guoqian
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	American Medical Informatics Association 2018
Materias:	Articles
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5961797/ https://www.ncbi.nlm.nih.gov/pubmed/29888045

Ejemplares similares

Developing a scalable FHIR-based clinical data normalization pipeline for standardizing and integrating unstructured and structured electronic health record data
por: Hong, Na, et al.
Publicado: (2019)

Network analysis of unstructured EHR data for clinical research
por: Bauer-Mehren, Anna, et al.
Publicado: ( 201)

vcf2fhir: a utility to convert VCF files into HL7 FHIR format for genomics-EHR integration
por: Dolin, Robert H., et al.
Publicado: (2021)

Integrating Structured and Unstructured EHR Data for Predicting Mortality by Machine Learning and Latent Dirichlet Allocation Method
por: Chiu, Chih-Chou, et al.
Publicado: (2023)

FHIR-Ontop-OMOP: Building clinical knowledge graphs in FHIR RDF with the OMOP Common data Model
por: Xiao, Guohui, et al.
Publicado: (2022)

Utilization of Electronic Medical Records and Biomedical Literature to Support the Diagnosis of Rare Diseases Using Data Fusion and Collaborative Filtering Approaches
por: Shen, Feichen, et al.
Publicado: (2018)

Implementation of a Cohort Retrieval System for Clinical Data Repositories Using the Observational Medical Outcomes Partnership Common Data Model: Proof-of-Concept System Validation
por: Liu, Sijia, et al.
Publicado: (2020)

Introducing HL7 FHIR Genomics Operations: a developer-friendly approach to genomics-EHR integration
por: Dolin, Robert H, et al.
Publicado: (2022)

Populating Physician Biographical Pages Based on EMR Data
por: Shen, Feichen, et al.
Publicado: (2017)

Tapping into unstructured data: integrating unstructured data and textual analytics into business intelligence
por: Inmon, William H, et al.
Publicado: (2008)

FHIR-PYrate: a data science friendly Python package to query FHIR servers
por: Hosch, René, et al.
Publicado: (2023)

A clinical text classification paradigm using weak supervision and deep representation
por: Wang, Yanshan, et al.
Publicado: (2019)

Predicate Oriented Pattern Analysis for Biomedical Knowledge Discovery
por: Shen, Feichen, et al.
Publicado: (2016)

Striking a match between FHIR‐based patient data and FHIR‐based eligibility criteria
por: Alper, Brian S., et al.
Publicado: (2023)

Predictive structured–unstructured interactions in EHR models: A case study of suicide prediction
por: Bayramli, Ilkin, et al.
Publicado: (2022)

Constructing co-occurrence network embeddings to assist association extraction for COVID-19 and other coronavirus infectious diseases
por: Oniani, David, et al.
Publicado: (2020)

Designing an openEHR-Based Pipeline for Extracting and Standardizing Unstructured Clinical Data Using Natural Language Processing
por: Wulff, Antje, et al.
Publicado: (2020)

Harvesting metadata in clinical care: a crosswalk between FHIR, OMOP, CDISC and openEHR metadata
por: Bönisch, Caroline, et al.
Publicado: (2022)

Developing an FHIR-Based Computational Pipeline for Automatic Population of Case Report Forms for Colorectal Cancer Clinical Trials Using Electronic Health Records
por: Zong, Nansu, et al.
Publicado: (2020)

FHIR PIT: an open software application for spatiotemporal integration of clinical data and environmental exposures data
por: Xu, Hao, et al.
Publicado: (2020)

Rare disease knowledge enrichment through a data-driven approach
por: Shen, Feichen, et al.
Publicado: (2019)

Patient-Centered Radiology with FHIR: an Introduction to the Use of FHIR to Offer Radiology a Clinically Integrated Platform
por: Kamel, Peter I., et al.
Publicado: (2018)

Experience in Developing an FHIR Medical Data Management Platform to Provide Clinical Decision Support
por: Semenov, Ilia, et al.
Publicado: (2019)

Towards achieving semantic interoperability of clinical study data with FHIR
por: Leroux, Hugo, et al.
Publicado: (2017)

Quality assessment of functional status documentation in EHRs across different healthcare institutions
por: Fu, Sunyang, et al.
Publicado: (2022)

Autism spectrum disorder detection from semi-structured and unstructured medical data
por: Yuan, Jianbo, et al.
Publicado: (2017)

An Aberration Detection-Based Approach for Sentinel Syndromic Surveillance of COVID-19 and Other Novel Influenza-Like Illnesses
por: Wen, Andrew, et al.
Publicado: (2020)

An aberration detection-based approach for sentinel syndromic surveillance of COVID-19 and other novel influenza-like illnesses
por: Wen, Andrew, et al.
Publicado: (2021)

An efficient data structure for calculation of unstructured T-spline surfaces
por: Wang, Wei, et al.
Publicado: (2019)

Family History Extraction From Synthetic Clinical Narratives Using Natural Language Processing: Overview and Evaluation of a Challenge Data Set and Solutions for the 2019 National NLP Clinical Challenges (n2c2)/Open Health Natural Language Processing (OHNLP) Competition
por: Shen, Feichen, et al.
Publicado: (2021)

Learning HL7 FHIR Using the HAPI FHIR Server and Its Use in Medical Imaging with the SIIM Dataset
por: Hussain, Mohannad A., et al.
Publicado: (2018)

Pathling: analytics on FHIR
por: Grimes, John, et al.
Publicado: (2022)

A cloud-based pipeline for analysis of FHIR and long-read data
por: Dunn, Tim, et al.
Publicado: (2023)

Detecting Lifestyle Risk Factors for Chronic Kidney Disease With Comorbidities: Association Rule Mining Analysis of Web-Based Survey Data
por: Peng, Suyuan, et al.
Publicado: (2019)

Data Protection Issues of Integrated Electronic Health Records (EHR)
por: Schiza, Eirini C., et al.
Publicado: (2016)

Developing a shared sepsis data infrastructure: a systematic review and concept map to FHIR
por: Brant, Emily B., et al.
Publicado: (2022)

Transforming Healthcare Analytics with FHIR: A Framework for Standardizing and Analyzing Clinical Data
por: Ayaz, Muhammad, et al.
Publicado: (2023)

The SMART Text2FHIR Pipeline
por: Miller, Timothy A., et al.
Publicado: (2023)

Drug Normalization for Cancer Therapeutic and Druggable Genome Target Discovery
por: Jiang, Guoqian, et al.
Publicado: (2015)

Deep learning and alternative learning strategies for retrospective real-world clinical data
por: Chen, David, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_5pmmsujg641gsam6ifmrcb6bda