eyeseg

Dec 20, 2023
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Drusen Segmentation
Deep Learning Docker OCT CLI Segmentation
Olivier Morelle
Olivier Morelle
Data Scientist - Medical Imaging

My research interest is on the development and application of machine learning methods on ophthalmological data.

Publications

Accurate drusen segmentation in optical coherence tomography via order-constrained regression of retinal layer heights
A novel deep learning based architecture that directly predicts the position of layers in OCT and guarantees their correct order is introduced, achieving state-of-the-art results for retinal layer segmentation.
Olivier Morelle, Maximilian WM Wintergerst, Robert P Finger, Thomas Schultz
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