Vitreoretinal Surgical Instrument Tracking in Three Dimensions Using Deep Learning

Article Properties
  • Language
    English
  • Publication Date
    2023/01/17
  • Indian UGC (journal)
  • Refrences
    46
  • Citations
    3
  • Pierre F. Baldi Department of Computer Science, University of California, Irvine, CA, USAInstitute for Genomics and Bioinformatics, University of California, Irvine, CA, USADepartment of Biomedical Engineering, University of California, Irvine, CA, USACenter for Translational Vision Research, Department of Ophthalmology, University of California, Irvine, CA, USA
  • Sherif Abdelkarim Department of Computer Science, University of California, Irvine, CA, USAInstitute for Genomics and Bioinformatics, University of California, Irvine, CA, USA
  • Junze Liu Department of Computer Science, University of California, Irvine, CA, USAInstitute for Genomics and Bioinformatics, University of California, Irvine, CA, USA
  • Josiah K. To Center for Translational Vision Research, Department of Ophthalmology, University of California, Irvine, CA, USA
  • Marialejandra Diaz Ibarra Gavin Herbert Eye Institute, Department of Ophthalmology, University of California, Irvine, CA, USA
  • Andrew W. Browne Department of Biomedical Engineering, University of California, Irvine, CA, USACenter for Translational Vision Research, Department of Ophthalmology, University of California, Irvine, CA, USAGavin Herbert Eye Institute, Department of Ophthalmology, University of California, Irvine, CA, USA
Cite
Baldi, Pierre F., et al. “Vitreoretinal Surgical Instrument Tracking in Three Dimensions Using Deep Learning”. Translational Vision Science &Amp; Technology, vol. 12, no. 1, 2023, p. 20, https://doi.org/10.1167/tvst.12.1.20.
Baldi, P. F., Abdelkarim, S., Liu, J., To, J. K., Ibarra, M. D., & Browne, A. W. (2023). Vitreoretinal Surgical Instrument Tracking in Three Dimensions Using Deep Learning. Translational Vision Science &Amp; Technology, 12(1), 20. https://doi.org/10.1167/tvst.12.1.20
Baldi, Pierre F., Sherif Abdelkarim, Junze Liu, Josiah K. To, Marialejandra Diaz Ibarra, and Andrew W. Browne. “Vitreoretinal Surgical Instrument Tracking in Three Dimensions Using Deep Learning”. Translational Vision Science &Amp; Technology 12, no. 1 (2023): 20. https://doi.org/10.1167/tvst.12.1.20.
Baldi PF, Abdelkarim S, Liu J, To JK, Ibarra MD, Browne AW. Vitreoretinal Surgical Instrument Tracking in Three Dimensions Using Deep Learning. Translational Vision Science & Technology. 2023;12(1):20.
Journal Categories
Medicine
Medicine (General)
Medicine
Ophthalmology
Refrences
Title Journal Journal Categories Citations Publication Date
Deep Learning Applications in Surgery: Current Uses and Future Directions

The American Surgeon™
  • Medicine: Medicine (General)
  • Medicine: Surgery
15 2023
Evaluation of Artificial Intelligence–Based Intraoperative Guidance Tools for Phacoemulsification Cataract Surgery JAMA Ophthalmology
  • Medicine: Medicine (General)
  • Medicine: Ophthalmology
  • Medicine: Medicine (General)
13 2022
Deep learning to enable color vision in the dark

PLOS ONE
  • Medicine
  • Science
  • Science: Science (General)
4 2022
Predicting Visual Improvement After Macular Hole Surgery: A Combined Model Using Deep Learning and Clinical Features Translational Vision Science & Technology
  • Medicine: Medicine (General)
  • Medicine: Ophthalmology
8 2022
Machine learning for surgical phase recognition: a systematic review Annals of Surgery
  • Medicine: Medicine (General)
  • Medicine: Surgery
  • Medicine: Medicine (General)
2021
Refrences Analysis
The category Medicine: Medicine (General) 14 is the most frequently represented among the references in this article. It primarily includes studies from Annals of Surgery and Nature Biomedical Engineering. The chart below illustrates the number of referenced publications per year.
Refrences used by this article by year
Citations
Title Journal Journal Categories Citations Publication Date
Convolutional Neural Network‐Based Deep Learning Engine for Mastoidectomy Instrument Recognition and Movement Tracking

Otolaryngology–Head and Neck Surgery
  • Medicine: Otorhinolaryngology
  • Medicine: Surgery
  • Medicine: Otorhinolaryngology
  • Medicine: Medicine (General)
2024
Applications of artificial intelligence-enabled robots and chatbots in ophthalmology: recent advances and future trends

Current Opinion in Ophthalmology
  • Medicine: Medicine (General)
  • Medicine: Ophthalmology
2024
Chandelier-Assisted Scleral Buckling: A Literature Review

Vision
  • Science: Biology (General)
  • Medicine: Ophthalmology
  • Philosophy. Psychology. Religion: Psychology
2023
Citations Analysis
The category Medicine: Medicine (General) 2 is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled Chandelier-Assisted Scleral Buckling: A Literature Review and was published in 2023. The most recent citation comes from a 2024 study titled Convolutional Neural Network‐Based Deep Learning Engine for Mastoidectomy Instrument Recognition and Movement Tracking. This article reached its peak citation in 2024, with 2 citations. It has been cited in 3 different journals, 33% of which are open access. Among related journals, the Otolaryngology–Head and Neck Surgery cited this research the most, with 1 citations. The chart below illustrates the annual citation trends for this article.
Citations used this article by year