Cargando…

Automatic multilabel detection of ICD10 codes in Dutch cardiology discharge letters using neural networks

Standard reference terminology of diagnoses and risk factors is crucial for billing, epidemiological studies, and inter/intranational comparisons of diseases. The International Classification of Disease (ICD) is a standardized and widely used method, but the manual classification is an enormously ti...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sammani, Arjan, Bagheri, Ayoub, van der Heijden, Peter G. M., te Riele, Anneline S. J. M., Baas, Annette F., Oosters, C. A. J., Oberski, Daniel, Asselbergs, Folkert W.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7910461/ https://www.ncbi.nlm.nih.gov/pubmed/33637859 http://dx.doi.org/10.1038/s41746-021-00404-9

Ejemplares similares

Diagnosis and Risk Prediction of Dilated Cardiomyopathy in the Era of Big Data and Genomics
por: Sammani, Arjan, et al.
Publicado: (2021)

Automatic Identification of Patients With Unexplained Left Ventricular Hypertrophy in Electronic Health Record Data to Improve Targeted Treatment and Family Screening
por: Sammani, Arjan, et al.
Publicado: (2022)

Towards automatic classification of cardiovascular magnetic resonance Task Force Criteria for diagnosis of arrhythmogenic right ventricular cardiomyopathy
por: Bourfiss, Mimount, et al.
Publicado: (2022)

Life-threatening ventricular arrhythmia prediction in patients with dilated cardiomyopathy using explainable electrocardiogram-based deep neural networks( )
por: Sammani, Arjan, et al.
Publicado: (2022)

Predicting sustained ventricular arrhythmias in dilated cardiomyopathy: a meta‐analysis and systematic review
por: Sammani, Arjan, et al.
Publicado: (2020)

Automatic Prediction of Recurrence of Major Cardiovascular Events: A Text Mining Study Using Chest X-Ray Reports
por: Bagheri, Ayoub, et al.
Publicado: (2021)

A head-to-head comparison of speckle tracking echocardiography and feature tracking cardiovascular magnetic resonance imaging in right ventricular deformation
por: Taha, Karim, et al.
Publicado: (2020)

Artificial intelligence in cardiology: the debate continues
por: Asselbergs, Folkert W, et al.
Publicado: (2021)

Automatic mass spectra recognition for Ultra High Vacuum systems using multilabel classification
por: Mateo, Fernando, et al.
Publicado: (2021)

Fully Automatic Atrial Fibrosis Assessment Using a Multilabel Convolutional Neural Network
por: Razeghi, Orod, et al.
Publicado: (2020)

Quantitative Approach to Fragmented QRS in Arrhythmogenic Cardiomyopathy: From Disease towards Asymptomatic Carriers of Pathogenic Variants
por: Roudijk, Rob W., et al.
Publicado: (2020)

Evolution of Pacemakers and Implantable Cardioverter Defibrillators (ICDs) in Cardiology
por: Sahu, Palash, et al.
Publicado: (2023)

Automatic Multilabel Classification of Multiple Fundus Diseases Based on Convolutional Neural Network With Squeeze-and-Excitation Attention
por: Lu, Zhenzhen, et al.
Publicado: (2023)

Comparing Non-invasive Inverse Electrocardiography With Invasive Endocardial and Epicardial Electroanatomical Mapping During Sinus Rhythm
por: Roudijk, Robert W., et al.
Publicado: (2021)

Modeling the His-Purkinje Effect in Non-invasive Estimation of Endocardial and Epicardial Ventricular Activation
por: Boonstra, Machteld J., et al.
Publicado: (2022)

Use of Pharmacogenetic Drugs by the Dutch Population
por: Alshabeeb, Mohammad A., et al.
Publicado: (2019)

Multilabel classification: problem analysis, metrics and techniques
por: Charte, Francisco, et al.
Publicado: (2016)

An Ensemble Multilabel Classification for Disease Risk Prediction
por: Li, Runzhi, et al.
Publicado: (2017)

Automated multilabel diagnosis on electrocardiographic images and signals
por: Sangha, Veer, et al.
Publicado: (2022)

Cardiac MRI to guide heart failure and atrial fibrillation drug discovery: a Mendelian randomization analysis
por: Schmidt, Amand, et al.
Publicado: (2023)

Arrhythmogenic right ventricular cardiomyopathy (ARVC): cardiovascular magnetic resonance update
por: te Riele, Anneline SJM, et al.
Publicado: (2014)

Fast-track cardiology clinics—going Dutch!
por: Somsen, G. A.
Publicado: (2019)

UNRAVEL: big data analytics research data platform to improve care of patients with cardiomyopathies using routine electronic health records and standardised biobanking
por: Sammani, A., et al.
Publicado: (2019)

Multilabel Per-Pixel Quantitation in Mass Spectrometry Imaging
por: Dewez, Frédéric, et al.
Publicado: (2020)

Detection and Recognition of Pollen Grains in Multilabel Microscopic Images
por: Kubera, Elżbieta, et al.
Publicado: (2022)

Imbalanced classification for protein subcellular localization with multilabel oversampling
por: Rana, Priyanka, et al.
Publicado: (2022)

Prevalence and Disease Expression of Pathogenic and Likely Pathogenic Variants Associated With Inherited Cardiomyopathies in the General Population
por: Bourfiss, Mimount, et al.
Publicado: (2022)

Dutch cardiology residents and the COVID-19 pandemic: Every little thing counts in a crisis
por: Berger, W. R., et al.
Publicado: (2020)

A data mining-based cross-industry process for predicting major bleeding in mechanical circulatory support
por: Felix, Susanne E A, et al.
Publicado: (2021)

Multilabel Image Annotation Based on Double-Layer PLSA Model
por: Zhang, Jing, et al.
Publicado: (2014)

On Multilabel Classification Methods of Incompletely Labeled Biomedical Text Data
por: Kolesov, Anton, et al.
Publicado: (2014)

Prescription Function Prediction Using Topic Model and Multilabel Classifiers
por: Wang, Lidong, et al.
Publicado: (2017)

Enhanced Cancer Theranostics with Self-Assembled, Multilabeled siRNAs
por: Kozuch, Stephen D., et al.
Publicado: (2018)

Multilabel user classification using the community structure of online networks
por: Rizos, Georgios, et al.
Publicado: (2017)

A catalogue with semantic annotations makes multilabel datasets FAIR
por: Kostovska, Ana, et al.
Publicado: (2022)

Boosting Multilabel Semantic Segmentation for Somata and Vessels in Mouse Brain
por: Wu, Xinglong, et al.
Publicado: (2021)

Big Data and Artificial Intelligence: Opportunities and Threats in Electrophysiology
por: van de Leur, Rutger R, et al.
Publicado: (2020)

Inappropriate ICD Shock as a Result of TASER Discharge
por: Barbhaiya, Chirag R., et al.
Publicado: (2020)

Arrhythmogenic Right Ventricular Cardiomyopathy in Pediatric Patients: An Important but Underrecognized Clinical Entity
por: te Riele, Anneline S. J. M., et al.
Publicado: (2021)

Improved functional prediction of proteins by learning kernel combinations in multilabel settings
por: Roth, Volker, et al.
Publicado: (2007)

Cannot write session to /tmp/vufind_sessions/sess_qr2thqsv59j2tcbl4r3js652lj