Segmentation-guided Domain Adaptation and Data Harmonization of Multi-device Retinal Optical Coherence Tomography using Cycle-Consistent Generative Adversarial Networks.
Shuo ChenDa MaSieun LeeTimothy T. L. YuGavin XuDonghuan LuKarteek PopuriMyeong Jin JuMarinko V. SarunicMirza Faisal BegPublished in: CoRR (2022)
Keyphrases
- optical coherence tomography
- domain adaptation
- oct images
- data sets
- data analysis
- segmentation algorithm
- data points
- test data
- unlabeled data
- labeled data
- image analysis
- image segmentation
- data sources
- prior knowledge
- d objects
- co occurrence
- feature space
- training data
- face recognition
- multiple sources
- target domain
- learning algorithm
- machine learning