Ir al contenido

Documat


Inteligencia artificial aplicada a los cuidados (II): algoritmos y aplicaciones

    1. [1] Universitat Jaume I

      Universitat Jaume I

      Castellón, España

  • Localización: Enfermería clínica, ISSN 1130-8621, Vol. 36, Nº. 3, 2026
  • Idioma: español
  • DOI: 10.1016/j.enfcli.2026.502485
  • Títulos paralelos:
    • Artificial intelligence applied to care (II): algorithms and applications
  • Enlaces
  • Resumen
    • español

      En este artículo, como continuación de la primera parte, se presentan casos de aplicación de algoritmos y técnicas de aprendizaje automático y de minería de procesos aplicados a los cuidados. Se han seleccionado trabajos representativos de las técnicas presentadas en el primer artículo de este binomio, haciendo hincapié en los resultados obtenidos. Estos trabajos son aplicables al contexto español de cuidados.

    • English

      As a continuation of the first part, this article presents case studies of application to healthcare of some machine learning and process mining methods and algorithms. We have selected some representative works of the techniques presented in the first article of this pair with a particular focus on the achieved results. These works are also relevant to the Spanish healthcare context.

  • Referencias bibliográficas
    • K.J. Olowe, N.L. Edoh, S.J.C. Zouo, J. Olamijuwon Comprehensive review of logistic regression techniques in predicting health outcomes and...
    • M.E. Shipe, S.A. Deppen, F. Farjah, E.L. Grogan Developing prediction models for clinical use using logistic regression: an overview J Thorac...
    • A. Brnabic, L.M. Hess Systematic literature review of machine learning methods used in the analysis of real-world data for patient-provider...
    • J. Xu, D. Chen, X. Deng, et al. Development and validation of a machine learning algorithm-based risk prediction model of pressure injury...
    • R.M. Walker, G.A. Boyne, G.A. Brewer Public Management and Performance: Research Directions Cambridge University Press, Cambridge (2010),...
    • N. Laport, W. Sermeus, G. Vanden Boer, P. van Herck Adjusting for nursing care case mix in hospital reimbursement Policy Polit Nurs Pract.,...
    • M.C. Company-Sancho, V.M. González-Chordá, M.I. Orts-Cortés The nursing process and total health cost variability: an analysis using machine...
    • X. Chen, L. Li, A. Sharma, G. Dhiman, S. Vimal The application of convolutional neural network model in diagnosis and nursing of MR imaging...
    • F. Martin-Sanchez, K. Verspoor Big data in medicine is driving big changes Yearb Med Inform., 23 (2014), pp. 14-20, 10.15265/IY-2014-0004
    • K. Huang, J. Altosaar, R. Ranganath ClinicalBERT: modeling clinical notes and predicting hospital readmission Proceedings of the ACM Conference...
    • J. Devlin, M.W. Chang, K. Lee, K. Toutanova BERT: pre-training of deep bidirectional transformers for language understanding Proc NAACL-HLT....
    • Y. Zhu, R. Kiros, R. Zemel, et al. Aligning books and movies: towards story-like visual explanations by watching movies and reading books IEEE...
    • A.E.W. Johnson, T.J. Pollard, L. Shen, et al. MIMIC-III, a freely accessible critical care database Sci Data., 3 (2016), Article 160035, 10.1038/sdata.2016.35
    • J. Howard, S. Ruder Universal language model fine-tuning for text classification Proceedings of the 56th Annual Meeting of the Association...
    • J. Muñoz-Gama, N. Martin, C. Fernández-Llatas, et al. Process mining for healthcare: characteristics and challenges J Biomed Inform., 127...
    • A.E. Márquez-Chamorro, M. Resinas, A. Ruiz-Cortés Predictive monitoring of business processes: a survey IEEE Trans Serv Comput., 11 (2018),...
    • C. Di Francescomarino, C. Ghidini Predictive process monitoring Process Mining Handbook, Springer (2022), 10.1007/978-3-031-08848-3_10
    • V. Pasquadibisceglie, A. Appice, D. Malerba, G. Fiameni Leveraging a large language model to predict hospital admissions of emergency department...
    • R. Aringhieri, G. Boella, E. Brunetti, et al. Leveraging structured data in predictive process monitoring: the case of ICD-9-CM in home hospitalization CEUR...

Fundación Dialnet

Mi Documat

Opciones de artículo

Opciones de compartir

Opciones de entorno