Cargando…

Automated chart review utilizing natural language processing algorithm for asthma predictive index

BACKGROUND: Thus far, no algorithms have been developed to automatically extract patients who meet Asthma Predictive Index (API) criteria from the Electronic health records (EHR) yet. Our objective is to develop and validate a natural language processing (NLP) algorithm to identify patients that mee...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kaur, Harsheen, Sohn, Sunghwan, Wi, Chung-Il, Ryu, Euijung, Park, Miguel A., Bachman, Kay, Kita, Hirohito, Croghan, Ivana, Castro-Rodriguez, Jose A., Voge, Gretchen A., Liu, Hongfang, Juhn, Young J.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2018
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5812028/ https://www.ncbi.nlm.nih.gov/pubmed/29439692 http://dx.doi.org/10.1186/s12890-018-0593-9

Ejemplares similares

Expert artificial intelligence-based natural language processing characterises childhood asthma
por: Seol, Hee Yun, et al.
Publicado: (2020)

Asthma and risk of glioma: a population-based case–control study
por: Kaur, Harsheen, et al.
Publicado: (2019)

Early Identification of Childhood Asthma: The Role of Informatics in an Era of Electronic Health Records
por: Seol, Hee Yun, et al.
Publicado: (2019)

Spatio-temporal comparison of pertussis outbreaks in Olmsted County, Minnesota, 2004–2005 and 2012: a population-based study
por: Wi, Chung-Il, et al.
Publicado: (2019)

Clinical documentation variations and NLP system portability: a case study in asthma birth cohorts across institutions
por: Sohn, Sunghwan, et al.
Publicado: (2017)

Risk, Mechanisms and Implications of Asthma-Associated Infectious and Inflammatory Multimorbidities (AIMs) among Individuals With Asthma: a Systematic Review and a Case Study
por: Kwon, Jung Hyun, et al.
Publicado: (2021)

4200 Assessment of differential access to patient online portal (POP) by socioeconomic status (SES) and its impact on asthma care and research
por: Juhn, Young J, et al.
Publicado: (2020)

Risk of pneumonia in asthmatic children using inhaled corticosteroids: a nested case-control study in a birth cohort
por: Shrestha, Pragya, et al.
Publicado: (2022)

Establishing an expert consensus for the operational definitions of asthma-associated infectious and inflammatory multimorbidities for computational algorithms through a modified Delphi technique
por: Yoon, Jungwon, et al.
Publicado: (2021)

Analysis of Clinical Variations in Asthma Care Documented in Electronic Health Records Between Staff and Resident Physicians
por: Sohn, Sunghwan, et al.
Publicado: (2017)

Artificial intelligence-assisted clinical decision support for childhood asthma management: A randomized clinical trial
por: Seol, Hee Yun, et al.
Publicado: (2021)

A new socioeconomic status measure for vaccine research in children using individual housing data: a population-based case-control study
por: Hammer, Rachel, et al.
Publicado: (2016)

Influenza infection is not associated with phenotypical frailty in older patients, a prospective cohort study
por: Takahashi, Paul, et al.
Publicado: (2022)

Rural–urban health disparities for mood disorders and obesity in a midwestern community
por: Patten, Christi A., et al.
Publicado: (2020)

Identification of asthma control factor in clinical notes using a hybrid deep learning model
por: Agnikula Kshatriya, Bhavani Singh, et al.
Publicado: (2021)

Role of Geographic Risk Factors in COVID-19 Epidemiology: Longitudinal Geospatial Analysis
por: Juhn, Young J., et al.
Publicado: (2021)

Role of geographic risk factors and social determinants of health in COVID-19 epidemiology: Longitudinal geospatial analysis in a midwest rural region
por: Wheeler, Philip H., et al.
Publicado: (2021)

In vitro Culture with Cytokines Provides a Tool to Assess the Effector Functions of ILC2s in Peripheral Blood in Asthma
por: Drake, Li Y, et al.
Publicado: (2021)

Mobile home residence as a risk factor for adverse events among children in a mixed rural–urban community: A case for geospatial analysis
por: Patel, Archna A., et al.
Publicado: (2020)

Natural language processing of radiology reports for identification of skeletal site-specific fractures
por: Wang, Yanshan, et al.
Publicado: (2019)

Identifying Abdominal Aortic Aneurysm Cases and Controls using Natural Language Processing of Radiology Reports
por: Sohn, Sunghwan, et al.
Publicado: ( 201)

Association between an individual housing-based socioeconomic index and inconsistent self-reporting of health conditions: a prospective cohort study in the Mayo Clinic Biobank
por: Ryu, Euijung, et al.
Publicado: (2018)

Surveillance of Peripheral Arterial Disease Cases Using Natural Language Processing of Clinical Notes
por: Afzal, Naveed, et al.
Publicado: (2017)

INDRA-IPM: interactive pathway modeling using natural language with automated assembly
por: Todorov, Petar V, et al.
Publicado: (2019)

Natural language processing of clinical notes for identification of critical limb ischemia
por: Afzal, Naveed, et al.
Publicado: (2017)

Long-term Incidence of Kawasaki Disease in a North American Community: A Population-Based Study
por: Taslakian, Editt N., et al.
Publicado: (2021)

Assessing health disparities in children using a modified housing-related socioeconomic status measure: a cross-sectional study
por: Ryu, Euijung, et al.
Publicado: (2016)

Automating the initial physics chart‐checking process
por: Furhang, Eli E., et al.
Publicado: (2009)

Automated medical chart review for breast cancer outcomes research: a novel natural language processing extraction system
por: Chen, Yifu, et al.
Publicado: (2022)

The Role of IL-17 in the Association between Pneumococcal Pneumonia and Allergic Sensitization
por: Zhao, Hongxia, et al.
Publicado: (2011)

ChartSweep: A HIPAA-compliant Tool to Automate Chart Review for Plastic Surgery Research
por: Chartier, Christian, et al.
Publicado: (2021)

Paired Indoor and Outdoor Nitrogen Dioxide Associated With Childhood Asthma Outcomes in a Mixed Rural-Urban Setting: A Feasibility Study
por: Wi, Chung-Il, et al.
Publicado: (2023)

Computer automation for physics chart check should be adopted in clinic to replace manual chart checking for radiotherapy
por: Clouser, Edward L., et al.
Publicado: (2021)

Asthma and the Risk of Rheumatoid Arthritis: An Insight into the Heterogeneity and Phenotypes of Asthma
por: Rolfes, Mary Claire, et al.
Publicado: (2017)

Technical Analysis Plain and Simple: Charting the Markets in Your Language
por: -, Michael
Publicado: (2010)

Technical analysis plain and simple: charting the markets in your language
por: Kahn, Michael N
Publicado: (2006)

Application of Innovative Subject Recruitment System for Batch Enrollment: A Pilot Study
por: Wi, Chung-Il, et al.
Publicado: (2023)

Language testing in practice : designing and developing useful language tests /
por: Bachman, Lyle F., 1944-
Publicado: (1996)

Language assessment in practice : developing language assessments and justifying their use in the real world /
por: Bachman, Lyle F., 1944-
Publicado: (2010)

Automated temporalis muscle quantification and growth charts for children through adulthood
por: Zapaishchykova, Anna, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_efrqnmt8nq1vrj4q4odheem29f