Back to search

Article

PKDG: Prior Knowledge based Domain Generalization Model for fundus image segmentation

2024-07-31

Abstract excerpt

<title>Abstract</title> <p>Convolutional neural network performance is prone to be significantly affected by the domain difference between the training data (source domain) and the test data (target domain).To address this issue and simultaneously to meet the multi-institutional healthcare data privacy protection needs, we propose a Prior Knowledge based Domain Generalization (PKDG) model for segmenting the optic...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
295da796-2f7e-5efd-85a8-f2d6b8333613
DOI
10.21203/rs.3.rs-4703557/v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
PKDG: Prior Knowledge based Domain Generalization Model for fundus image segmentationDOI 10.21203/rs.3.rs-4703557/v1
Select a neighboring publication to make it the new centre.