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Artificial Intelligence and Imaging Processing in Optical Coherence Tomography and Digital Images in Uveitis.

Publication ,  Journal Article
Abellanas, M; Elena, MJ; Keane, PA; Balaskas, K; Grewal, DS; Carreño, E
Published in: Ocul Immunol Inflamm
April 3, 2022

INTRODUCTION: Computer vision, understood as the area of science that trains computers to interpret digital images through both artificial intelligence (AI) and classical algorithms, has significantly advanced the analysis and interpretation of optical coherence tomography (OCT) in retina research. The aim of this review is to summarise the recent advances of computer vision in imaging processing in uveitis, with a particular focus in optical coherence tomography images. MATERIAL AND METHODS: Literature review. RESULTS: The development of computer vision to assist uveitis diagnosis and prognosis is still undergoing, but important efforts have been made in the field. CONCLUSION: The automatising of image processing in uveitis could be fundamental to establish objective and standardised outcomes for future clinical trials. In addition, it could help to better understand the disease and its progression.

Duke Scholars

Published In

Ocul Immunol Inflamm

DOI

EISSN

1744-5078

Publication Date

April 3, 2022

Volume

30

Issue

3

Start / End Page

675 / 681

Location

England

Related Subject Headings

  • Uveitis
  • Tomography, Optical Coherence
  • Retina
  • Ophthalmology & Optometry
  • Humans
  • Artificial Intelligence
  • Algorithms
  • 3212 Ophthalmology and optometry
  • 3204 Immunology
  • 1107 Immunology
 

Citation

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Abellanas, M., Elena, M. J., Keane, P. A., Balaskas, K., Grewal, D. S., & Carreño, E. (2022). Artificial Intelligence and Imaging Processing in Optical Coherence Tomography and Digital Images in Uveitis. Ocul Immunol Inflamm, 30(3), 675–681. https://doi.org/10.1080/09273948.2022.2054433
Abellanas, María, María José Elena, Pearse A. Keane, Konstantinos Balaskas, Dilraj S. Grewal, and Ester Carreño. “Artificial Intelligence and Imaging Processing in Optical Coherence Tomography and Digital Images in Uveitis.Ocul Immunol Inflamm 30, no. 3 (April 3, 2022): 675–81. https://doi.org/10.1080/09273948.2022.2054433.
Abellanas M, Elena MJ, Keane PA, Balaskas K, Grewal DS, Carreño E. Artificial Intelligence and Imaging Processing in Optical Coherence Tomography and Digital Images in Uveitis. Ocul Immunol Inflamm. 2022 Apr 3;30(3):675–81.
Abellanas, María, et al. “Artificial Intelligence and Imaging Processing in Optical Coherence Tomography and Digital Images in Uveitis.Ocul Immunol Inflamm, vol. 30, no. 3, Apr. 2022, pp. 675–81. Pubmed, doi:10.1080/09273948.2022.2054433.
Abellanas M, Elena MJ, Keane PA, Balaskas K, Grewal DS, Carreño E. Artificial Intelligence and Imaging Processing in Optical Coherence Tomography and Digital Images in Uveitis. Ocul Immunol Inflamm. 2022 Apr 3;30(3):675–681.

Published In

Ocul Immunol Inflamm

DOI

EISSN

1744-5078

Publication Date

April 3, 2022

Volume

30

Issue

3

Start / End Page

675 / 681

Location

England

Related Subject Headings

  • Uveitis
  • Tomography, Optical Coherence
  • Retina
  • Ophthalmology & Optometry
  • Humans
  • Artificial Intelligence
  • Algorithms
  • 3212 Ophthalmology and optometry
  • 3204 Immunology
  • 1107 Immunology