Datasets:

Modalities:
Tabular
Text
Formats:
csv
Languages:
Spanish
Libraries:
Datasets
pandas
License:
SCOVACLIS / README.md
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metadata
license: cc-by-nc-sa-4.0
language:
  - es
tags:
  - medical
pretty_name: SCOVACLIS
configs:
  - config_name: default
    data_files:
      - split: AllergyImmunology
        path: terminology/Allergy and immunology.csv
      - split: Anesthesiology
        path: terminology/Anesthesiology.csv
      - split: BariatricMedicine
        path: terminology/Bariatric medicine.csv
      - split: Cardiology
        path: terminology/Cardiology.csv
      - split: Communitypsychiatry
        path: terminology/Community psychiatry.csv
      - split: Dermatology
        path: terminology/Dermatology.csv
      - split: Endocrinology
        path: terminology/Endocrinology.csv
      - split: Epidemiology
        path: terminology/Epidemiology.csv
      - split: FamilyPractice
        path: terminology/Family practice.csv
      - split: ForensicMedicine
        path: terminology/Forensic medicine.csv
      - split: Gastroenterology
        path: terminology/Gastroenterology.csv
      - split: GeneralPractice
        path: terminology/General practice.csv
      - split: GeneralSurgery
        path: terminology/General surgery.csv
      - split: GeneticsMedical
        path: terminology/Genetics medical.csv
      - split: Geriatrics
        path: terminology/Geriatrics.csv
      - split: Gynecology
        path: terminology/Gynecology.csv
      - split: Hematology
        path: terminology/Hematology.csv
      - split: Immunochemistry
        path: terminology/Immunochemistry.csv
      - split: InfectiousDiseaseMedicine
        path: terminology/Infectious disease medicine.csv
      - split: InternalMedicine
        path: terminology/Internal medicine.csv
      - split: MedicalOncology
        path: terminology/Medical oncology.csv
      - split: MilitaryMedicine
        path: terminology/Military medicine.csv
      - split: Neonatology
        path: terminology/Neonatology.csv
      - split: Nephrology
        path: terminology/Nephrology.csv
      - split: Neurology
        path: terminology/Neurology.csv
      - split: Neurosurgery
        path: terminology/Neurosurgery.csv
      - split: NuclearMedicine
        path: terminology/Nuclear medicine.csv
      - split: Obstetrics
        path: terminology/Obstetrics.csv
      - split: Ophthalmology
        path: terminology/Ophthalmology.csv
      - split: Orthopedics
        path: terminology/Orthopedics.csv
      - split: Otolaryngology
        path: terminology/Otolaryngology.csv
      - split: PalliativeMedicine
        path: terminology/Palliative medicine.csv
      - split: Pathology
        path: terminology/Pathology.csv
      - split: Pediatrics
        path: terminology/Pediatrics.csv
      - split: Perinatology
        path: terminology/Perinatology.csv
      - split: PhysicalRehabilitationMedicine
        path: terminology/Physical and rehabilitation medicine.csv
      - split: PreventiveMedicine
        path: terminology/Preventive medicine.csv
      - split: Psychiatry
        path: terminology/Psychiatry.csv
      - split: PulmonaryMedicine
        path: terminology/Pulmonary medicine.csv
      - split: Radiology
        path: terminology/Radiology.csv
      - split: Rehabilitation
        path: terminology/Rehabilitation.csv
      - split: ReproductiveMedicine
        path: terminology/Reproductive medicine.csv
      - split: Rheumatology
        path: terminology/Rheumatology.csv
      - split: SpecialtiesSurgical
        path: terminology/Specialties surgical.csv
      - split: SportsMedicine
        path: terminology/Sports medicine.csv
      - split: SurgeryPlastic
        path: terminology/Surgery plastic.csv
      - split: ThoracicSurgery
        path: terminology/Thoracic surgery.csv
      - split: Traumatology
        path: terminology/Traumatology.csv
      - split: TropicalMedicine
        path: terminology/Tropical medicine.csv
      - split: Urology
        path: terminology/Urology.csv
      - split: Venereology
        path: terminology/Venereology.csv

Dataset Description

Paper: Collecting specialty-related medical terms: Development and evaluation of a resource for Spanish

Point of Contact: plubeda@ujaen.es

Controlled vocabularies are fundamental resources for the extraction of information from clinical texts using natural language processing. Standard linguistic resources available in the healthcare domain, such as the UMLS metathesaurus or SNOMED-CT, are widely used for this purpose, but with limitations such as lexical ambiguity of clinical terms. However, most of them are not ambiguous within a text limited to a given clinical specialty. This is one reason, in addition to others, for classifying clinical texts by the clinical specialty to which they belong.

This lexicon contains a collection of medical terms in Spanish classified and weighted by biomedical subdomain (clinical specialty), using MEDLINE titles and abstracts in Spanish as a source of knowledge.

Licensing Information

SCOVACLIS is released under the Apache-2.0 License.

Citation Information

@article{lopez2021collecting,
  title={Collecting specialty-related medical terms: Development and evaluation of a resource for Spanish},
  author={L{\'o}pez-{\'U}beda, Pilar and Pomares-Quimbaya, Alexandra and D{\'\i}az-Galiano, Manuel Carlos and Schulz, Stefan},
  journal={BMC Medical Informatics and Decision Making},
  volume={21},
  number={1},
  pages={145},
  year={2021},
  publisher={Springer}
}