Data privacy protection domain adaptation by roughing and finishing stage

• المؤلفون الرئيسيون: Yuan, Liqiang, Erdt, Marius, Li, Ruilin, Siyal, Mohammed Yakoob
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Electrical and electronic engineering; Unsupervised Domain Adaptation; Model Generalization
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/172253
• المؤسسة: Nanyang Technological University

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...