Deep learning algorithms to assist in imaging diagnosis in individuals with disc herniation or spondylolisthesis: A scoping review.

Journal: International journal of medical informatics
Published Date: Apr 17, 2025

Abstract

BACKGROUND: Deep learning applications in medical imaging have advanced significantly, supporting the diagnosis of spinal disorders such as disc herniation and spondylolisthesis. This study aimed to review deep learning algorithms used in diagnostic imaging for these conditions.

Authors

  • William Moraes da Silva
    Universidade Federal de Ciências da Saúde de Porto Alegre - UFCSPA, Porto Alegre/RS, Brazil. Electronic address: william.moraes@ufcspa.edu.br.
  • Sílvio César Cazella
    Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre, Brasil.
  • Rafaela Soares Rech
    Universidade Federal de Ciências da Saúde de Porto Alegre - UFCSPA, Porto Alegre/RS, Brazil. Electronic address: rafaela.rech@ufcspa.edu.br.

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