Cargando…

Identification of asthma control factor in clinical notes using a hybrid deep learning model

BACKGROUND: There are significant variabilities in guideline-concordant documentation in asthma care. However, assessing clinician’s documentation is not feasible using only structured data but requires labor-intensive chart review of electronic health records (EHRs). A certain guideline element in...

Descripción completa

Detalles Bibliográficos
Autores principales:	Agnikula Kshatriya, Bhavani Singh, Sagheb, Elham, Wi, Chung-Il, Yoon, Jungwon, Seol, Hee Yun, Juhn, Young, Sohn, Sunghwan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2021
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8579684/ https://www.ncbi.nlm.nih.gov/pubmed/34753481 http://dx.doi.org/10.1186/s12911-021-01633-4

Ejemplares similares

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

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)

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

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

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)

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)

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

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

Asthma and the Risk of Rheumatoid Arthritis: An Insight into the Heterogeneity and Phenotypes of Asthma
por: Rolfes, Mary Claire, 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)

Assessing document section heterogeneity across multiple electronic health record systems for computational phenotyping: A case study of heart-failure phenotyping algorithm
por: Moon, Sungrim, et al.
Publicado: (2023)

Automated chart review utilizing natural language processing algorithm for asthma predictive index
por: Kaur, Harsheen, et al.
Publicado: (2018)

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)

A Hybrid Approach to Sentiment Sentence Classification in Suicide Notes
por: Sohn, Sunghwan, et al.
Publicado: (2012)

Identifying Information Gaps in Electronic Health Records by Using Natural Language Processing: Gynecologic Surgery History Identification
por: Moon, Sungrim, et al.
Publicado: (2022)

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

Influence of Asthma Epidemiology on the Risk for Other Diseases
por: Juhn, Young J.
Publicado: (2012)

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)

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)

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

SURVEY OF KNOWLEDGE, ATTITUDES, AND BEHAVIORS OF PRIMARY CARE PROVIDERS AND PULMONOLOGISTS CONCERNING INFLUENZA, PNEUMOCOCCAL, AND COVID-19 VACCINATION OF ADULTS
por: FELZER, JAMIE, 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)

A Note on Asthma
por: Charles, J. R.
Publicado: (1925)

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)

Hybridization in situ of Salivary Glands, Ovaries, and Embryos of Vector Mosquitoes
por: Juhn, Jennifer, et al.
Publicado: (2012)

Hybrid Natural Orifice Transluminal Endoscopic Surgery with Sentinel Lymph Node Navigation for Deep Early Gastric Cancer in the Fundic Region
por: Park, Yoon Suk, et al.
Publicado: (2016)

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)

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)

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

Suppressive Effect of CYM50358 S1P(4) Antagonist on Mast Cell Degranulation and Allergic Asthma in Mice
por: Jeon, Wi-Jin, et al.
Publicado: (2021)

Disproportionate increases in alcohol-associated hepatitis incidence in women and individuals of low socioeconomic status: A population-based study using the Rochester epidemiology project database
por: Ahn, Joseph C., et al.
Publicado: (2023)

Candida albicans interface infection after deep anterior lamellar keratoplasty
por: Sedaghat, Mohammad Reza, et al.
Publicado: (2012)

Theoretical Analysis for Wireless Magnetothermal Deep Brain Stimulation Using Commercial Nanoparticles
por: Le, Tuan-Anh, et al.
Publicado: (2019)

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)

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

297 Relationship Between Exhaled Nitric Oxide and Levels of Asthma Control in Asthma Patients Treated with Inhaled Corticosteroid
por: Yoon, Ho Joo, et al.
Publicado: (2012)

Association of asthma comorbidity with poor prognosis of coronavirus disease 2019
por: Kim, Sae-Hoon, et al.
Publicado: (2021)

Respiratory Review of 2014: Asthma
por: Yoon, Ho Il
Publicado: (2014)

Cement cardiac embolism following kyphoplasty noted on thoracic imaging
por: Oshinsky, Charles, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_9b5rkva0ig05qbdha76m25pdob