[HTML][HTML] Hierarchical label-wise attention transformer model for explainable ICD coding
Abstract International Classification of Diseases (ICD) coding plays an important role in
systematically classifying morbidity and mortality data. In this study, we propose a …
systematically classifying morbidity and mortality data. In this study, we propose a …
ICD-10 coding of Spanish electronic discharge summaries: An extreme classification problem
Objective: Medical coding is used to identify and standardize clinical concepts in the records
collected from healthcare services. The tenth revision of the International Classification of …
collected from healthcare services. The tenth revision of the International Classification of …
Leveraging electronic health record data to inform hospital resource management: A systematic data mining approach
Early identification of resource needs is instrumental in promoting efficient hospital resource
management. Hospital information systems, and electronic health records (EHR) in …
management. Hospital information systems, and electronic health records (EHR) in …
Can structured EHR data support clinical coding? A data mining approach
Structured data formats are gaining momentum in electronic health records and can be
leveraged for decision support and research. Nevertheless, such structured data formats …
leveraged for decision support and research. Nevertheless, such structured data formats …
Estudio preliminar de la anotación automática de códigos CIE-10 en informes de alta hospitalarios
En la actualidad, la cantidad de recursos que se destinan a la codificación de informes
médicos es enorme. Con la reciente implantación del estándar CIE-10 en el sistema …
médicos es enorme. Con la reciente implantación del estándar CIE-10 en el sistema …
Development of thai text-mining model for classifying ICD-10 TM
P Jatunarapit, K Piromsopa… - 2016 8th International …, 2016 - ieeexplore.ieee.org
This paper presents a model for classifying ICD-10 TM using machine learning and
information retrieval. The scope of this research take systematic approach for translating …
information retrieval. The scope of this research take systematic approach for translating …
Distributed knowledge based clinical auto-coding system
R Kaur - Proceedings of the 57th Annual Meeting of the …, 2019 - aclanthology.org
Codification of free-text clinical narratives have long been recognised to be beneficial for
secondary uses such as funding, insurance claim processing and research. In recent years …
secondary uses such as funding, insurance claim processing and research. In recent years …
Designing NLP applications to support ICD coding: an impact analysis and guidelines to enhance baseline performance when processing patient discharge notes
Financial costs are a major concern in the healthcare system, with medical billing and
coding playing a key role in facilitating transactions and financing procedures. Billing …
coding playing a key role in facilitating transactions and financing procedures. Billing …
Hybrid Attention Knowledge Fusion Network for Automated Medical Code Assignment
S Wang, X Li, W Qu, H Lin, Y Zhang - International Symposium on …, 2024 - Springer
Automated medical code assignment aims to allocate disease and procedure codes to
patient's discharge summaries, which is crucial for health statistics, medical decision …
patient's discharge summaries, which is crucial for health statistics, medical decision …
[PDF][PDF] Healthcare Terminology Management and Integration in Italy: Where we are and What we need for Semantic Interoperability
Objectives: The purpose of this paper is to present and discuss the adoption and use of
medical terminologies and coding systems in Italy, focusing on their management and …
medical terminologies and coding systems in Italy, focusing on their management and …