Cargando…

Development of a natural language processing algorithm to detect chronic cough in electronic health records

BACKGROUND: Chronic cough (CC) is difficult to identify in electronic health records (EHRs) due to the lack of specific diagnostic codes. We developed a natural language processing (NLP) model to identify cough in free-text provider notes in EHRs from multiple health care providers with the objectiv...

Descripción completa

Detalles Bibliográficos
Autores principales:	Bali, Vishal, Weaver, Jessica, Turzhitsky, Vladimir, Schelfhout, Jonathan, Paudel, Misti L., Hulbert, Erin, Peterson-Brandt, Jesse, Currie, Anne-Marie Guerra, Bakka, Dylan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9238070/ https://www.ncbi.nlm.nih.gov/pubmed/35764999 http://dx.doi.org/10.1186/s12890-022-02035-6

Ejemplares similares

Application of unsupervised deep learning algorithms for identification of specific clusters of chronic cough patients from EMR data
por: Shao, Wei, et al.
Publicado: (2022)

Prediction of persistent chronic cough in patients with chronic cough using machine learning
por: Chen, Wansu, et al.
Publicado: (2023)

Understanding the economic burden of chronic cough: a systematic literature review
por: Bali, Vishal, et al.
Publicado: (2023)

Management of Chronic Cough in Adult Primary Care: A Qualitative Study
por: Gowan, Tayler M., et al.
Publicado: (2021)

Health‐related experiences of adults with chronic cough: Empirical research mixed methods
por: Weiner, Michael, et al.
Publicado: (2023)

Validation of a visual analog scale for assessing cough severity in patients with chronic cough
por: Martin Nguyen, Allison, et al.
Publicado: (2021)

Leicester Cough Questionnaire validation and clinically important thresholds for change in refractory or unexplained chronic cough
por: Nguyen, Allison Martin, et al.
Publicado: (2022)

Validation and Meaningful Change Thresholds for an Objective Cough Frequency Measurement in Chronic Cough
por: Schelfhout, Jonathan, et al.
Publicado: (2022)

Racial and ethnic disparity in clinical outcomes among patients with confirmed COVID-19 infection in a large US electronic health record database
por: Buikema, Ami R., et al.
Publicado: (2021)

Impact of refractory and unexplained chronic cough on disease burden: a qualitative study
por: Ueda, Naoya, et al.
Publicado: (2022)

Patterns of Cough Medication Prescribing among Patients with Chronic Cough in Florida: 2012–2021
por: Yang, Seonkyeong, et al.
Publicado: (2023)

Cough reflex sensitivity improves with speech language pathology management of refractory chronic cough
por: Ryan, Nicole M, et al.
Publicado: (2010)

Chronic cough in Germany: results from a general-population survey
por: Virchow, J. Christian, et al.
Publicado: (2022)

Web-based survey to evaluate the prevalence of chronic and subacute cough and patient characteristics in Japan
por: Tobe, Keisuke, et al.
Publicado: (2021)

Clinical characteristics and drug utilisation patterns in patients with chronic cough: a retrospective cohort study using a Japanese claims database
por: Arai, Yoko, et al.
Publicado: (2022)

Disease burden and quality of life of patients with chronic cough in Japan: a population-based cross-sectional survey
por: Kubo, Takekazu, et al.
Publicado: (2021)

Burden of chronic cough in the UK: results from the 2018 National Health and Wellness Survey
por: McGarvey, Lorcan, et al.
Publicado: (2023)

A novel diagnostic algorithm for chronic and subacute cough
por: Lu, Peng, et al.
Publicado: (2014)

A Cough-Based Algorithm for Automatic Diagnosis of Pertussis
por: Pramono, Renard Xaviero Adhi, et al.
Publicado: (2016)

Development of phenotype algorithms using electronic medical records and incorporating natural language processing
por: Liao, Katherine P, et al.
Publicado: (2015)

Prevalence of udder pathogens in milk samples from Norwegian dairy cows recorded in a national database in 2019 and 2020
por: Smistad, Marit, et al.
Publicado: (2023)

Prevalence of chronic cough and patient characteristics in adults in Spain: A population-based cross-sectional survey
por: Domínguez-Ortega, Javier, et al.
Publicado: (2022)

COVID-19 Artificial Intelligence Diagnosis Using Only Cough Recordings
Publicado: (2020)

Automatic Recognition, Segmentation, and Sex Assignment of Nocturnal Asthmatic Coughs and Cough Epochs in Smartphone Audio Recordings: Observational Field Study
por: Barata, Filipe, et al.
Publicado: (2020)

Evaluation of Cough Medication Use Patterns in Ambulatory Care Settings in the United States: 2003–2018
por: Yang, Seonkyeong, et al.
Publicado: (2022)

Performance of machine learning algorithms for dementia assessment: impacts of language tasks, recording media, and modalities
por: Parsapoor (Parsa), Mahboobeh (Mah), et al.
Publicado: (2023)

Evaluation of a Natural Language Processing Model to Identify and Characterize Patients in the United States With High-Risk Non–Muscle-Invasive Bladder Cancer
por: Narayan, Vikram M., et al.
Publicado: (2023)

A middle-aged woman with cough, expectoration and fever
por: Sharma, Vishal, et al.
Publicado: (2010)

COVID-19 cough classification using machine learning and global smartphone recordings
por: Pahar, Madhurananda, et al.
Publicado: (2021)

Environment Knowledge-Driven Generic Models to Detect Coughs From Audio Recordings
Publicado: (2023)

COVID-19 Detection from Cough Recordings Using Bag-of-Words Classifiers
por: Pavel, Irina, et al.
Publicado: (2023)

Cough hypersensitivity and chronic cough
por: Chung, Kian Fan, et al.
Publicado: (2022)

Efficacy and Safety of Gefapixant for Refractory or Unexplained Chronic Cough over 52 Weeks
por: Birring, Surinder S., et al.
Publicado: (2023)

Artificial Intelligence Algorithms and Natural Language Processing for the Recognition of Syncope Patients on Emergency Department Medical Records
por: Dipaola, Franca, et al.
Publicado: (2019)

Semantics-Oriented Natural Language Processing: Mathematical Models and Algorithms
por: Fomichov A , Vladimir
Publicado: (2010)

The Efficacy and Safety of Gefapixant in a Phase 3b Trial of Patients with Recent-Onset Chronic Cough
por: McGarvey, Lorcan, et al.
Publicado: (2023)

Language and geographical location influence the incidence of chronic cough in the Canadian Longitudinal Study on Aging
por: Satia, Imran, et al.
Publicado: (2022)

Cough variant asthma and atopic cough
por: Magni, Chiara, et al.
Publicado: (2010)

What Causes the Cough in Whooping Cough?
por: Carbonetti, Nicholas
Publicado: (2022)

Validation of an Automated Cough Detection Algorithm for Tracking Recovery of Pulmonary Tuberculosis Patients
por: Larson, Sandra, et al.
Publicado: (2012)

Cannot write session to /tmp/vufind_sessions/sess_vhvos6pnrf3oqaj7q3a0447m5l