Assessment of medical management in Coronary Type 2 Diabetic patients with previous percutaneous coronary intervention in Spain: A retrospective analysis of electronic health records using Natural Language Processing.

Journal: PloS one
Published Date: Feb 10, 2022

Abstract

INTRODUCTION AND OBJECTIVES: Patients with type 2 diabetes (T2D) and stable coronary artery disease (CAD) previously revascularized with percutaneous coronary intervention (PCI) are at high risk of recurrent ischemic events. We aimed to provide real-world insights into the clinical characteristics and management of this clinical population, excluding patients with a history of myocardial infarction (MI) or stroke, using Natural Language Processing (NLP) technology.

Authors

  • Carlos González-Juanatey
    Hospital Universitario Lucus Augusti, Lugo, Spain.
  • Manuel Anguita-Sá Nchez
    Hospital Universitario Reina Sofía, Córdoba, Spain.
  • Vivencio Barrios
    Hospital Universitario Ramón y Cajal, Madrid, Spain.
  • Iván Núñez-Gil
    Hospital Clínico Universitario San Carlos, Madrid, Spain.
  • Juan Josá Gómez-Doblas
    Hospital Universitario Virgen de la Victoria, Málaga, Spain.
  • Xavier García-Moll
    Hospital Universitario Santa Creu i Sant Pau, Barcelona, Spain.
  • Carlos Lafuente-Gormaz
    Hospital Universitario de Albacete, Albacete, Spain.
  • María Jesús Rollán-Gómez
    Hospital Universitario Río Hortega, Valladolid, Spain.
  • Vicente Peral-Disdie
    Hospital Universitario Son Espases, Palma de Mallorca, Spain.
  • Luis Martínez-Dolz
    Hospital Universitario La Fe, Valencia, Spain.
  • Miguel Rodríguez-Santamarta
    Hospital Universitario de León, León, Spain.
  • Xavier Viñolas-Prat
    Hospital Universitario Santa Creu i Sant Pau, Barcelona, Spain.
  • Toni Soriano-Colomé
    Hospital Vall d'Hebron, CIBERCV, Barcelona, Spain.
  • Roberto Muñoz-Aguilera
    Hospital Infanta Leonor, Madrid, Spain.
  • Ignacio Plaza
    Hospital Infanta Sofía, Madrid, Spain.
  • Alejandro Curcio-Ruigómez
    Hospital Universitario de Fuenlabrada, Madrid, Spain.
  • Ernesto Orts-Soler
    Hospital General Universitario de Castellón, Castellón, Spain.
  • Javier Segovia
    Hospital Universitario Puerta de Hierro, Madrid, Spain.
  • Claudia Maté
    Savana, Madrid, Spain.
  • Ángel Cequier
    Hospital Universitario de Bellvitge and Universidad de Barcelona, IDIBELL, Barcelona, Spain.

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