AIMC Topic: Lutein
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Deep learning-based correction of cataract-induced influence on macular pigment optical density measurement by autofluorescence spectroscopy.
PloS one
Feb 13, 2024
PURPOSE: Measurements of macular pigment optical density (MPOD) using the autofluorescence spectroscopy yield underestimations of actual values in eyes with cataracts. Previously, we proposed a correction method for this error using deep learning (DL...
A transfer learning approach for predictive modeling of bioprocesses using small data.
Biotechnology and bioengineering
Nov 8, 2021
Predictive modeling of new biochemical systems with small data is a great challenge. To fill this gap, transfer learning, a subdomain of machine learning that serves to transfer knowledge from a generalized model to a more domain-specific model, prov...
Correction for the Influence of Cataract on Macular Pigment Measurement by Autofluorescence Technique Using Deep Learning.
Translational vision science & technology
Feb 5, 2021
PURPOSE: Measurements of macular pigment optical density (MPOD) by the autofluorescence technique yield underestimations of actual values in eyes with cataract. We applied deep learning (DL) to correct this error.
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