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Deep-learning based multi-modal retinal image registration for the longitudinal analysis of patients with age-related macular degeneration

This work reports a deep-learning based registration algorithm that aligns multi-modal retinal images collected from longitudinal clinical studies to achieve accuracy and robustness required for analysis of structural changes in large-scale clinical data. Deep-learning networks that mirror the archi...

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Bibliografische gegevens
Gepubliceerd in:Biomed Opt Express
Hoofdauteurs: De Silva, Tharindu, Chew, Emily Y., Hotaling, Nathan, Cukras, Catherine A.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Optical Society of America 2020
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7818952/
https://ncbi.nlm.nih.gov/pubmed/33520392
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.408573
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