Data privacy protection domain adaptation by roughing and finishing stage

Data privacy protection domain adaptation by roughing and finishing stage

The automatic segmentation of organs or tissues is crucial for early diagnosis and treatment. Existing deep learning methods either need massive annotation data or use Unsupervised Domain Adaptation (UDA) approaches with labeled source domain data to train a model for unlabeled target domain data. T...

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Bibliographic Details
Main Authors: Yuan, Liqiang, Erdt, Marius, Li, Ruilin, Siyal, Mohammed Yakoob
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2023
Subjects:
Engineering::Electrical and electronic engineering
Unsupervised Domain Adaptation
Model Generalization
Online Access:https://hdl.handle.net/10356/172253

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