TY  - JOUR
AU  - López-García, Guillermo
AU  - Jerez, José M.
AU  - Ribelles, Nuria
AU  - Alba, Emilio
AU  - Veredas, Francisco J.
PY  - 2021
DO  - 10.1109/ACCESS.2021.3080085
UR  - http://hdl.handle.net/10668/3836
T2  - IEEE Access
AB  - Automatic clinical coding is an essential task in the process of extracting relevant information from unstructured documents contained in electronic health records (EHRs). However, most research in the development of computer-based methods for...
LA  - en
PB  - Institute of Electrical and Electronics Engineers (IEEE)
KW  - Clinical coding
KW  - Deep learning
KW  - Natural language processing
KW  - Text classification
KW  - Transformers
KW  - Codificación clínica
KW  - Aprendizaje profundo
KW  - Procesamiento de lenguaje natural
KW  - Modelos epidemiológicos
KW  - Análisis y desempeño de tareas
KW  - Medical Subject Headings::Information Science::Information Science::Computing Methodologies::Artificial Intelligence::Natural Language Processing
KW  - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Data Collection::Records as Topic::Medical Records::Medical Records Systems, Computerized::Electronic Health...
KW  - Medical Subject Headings::Health Care::Health Services Administration::Organization and Administration::Professional Practice::Practice Management::Office Management::Forms and Records Control::Clinical Coding
KW  - Medical Subject Headings::Information Science::Information Science::Communication::Language::Linguistics
KW  - Medical Subject Headings::Health Care::Health Care Quality, Access, and Evaluation::Delivery of Health Care
KW  - Medical Subject Headings::Information Science::Information Science::Computing Methodologies::Computer Systems::Computers
KW  - Medical Subject Headings::Psychiatry and Psychology::Behavior and Behavior Mechanisms::Motivation::Goals
KW  - Medical Subject Headings::Psychiatry and Psychology::Psychological Phenomena and Processes::Psychology, Applied::Human Engineering::Task Performance and Analysis
TI  - Transformers for Clinical Coding in Spanish
TY  - research article
ER  -