Hu, S.

English

My thesis includes 4 independent chapters, and their topics are novel uncertainty quantification methods for medical image segmentation and reconstruction, a robust deep model for survival analysis, and a novel gray box adversarial defense. The thesis has a mix of theoretical and empirical results, and contains two applications in healthcare, which are medical image analysis and survival analysis

International Migration, Integration and Social Cohesion online publications

Uncertainty, robustness and safety in artificial intelligence, with applications in healthcare

https://pure.uva.nl/ws/files/86522043/Thesis.pdf

Uncertainty, robustness and safety in artificial intelligence, with applications in healthcare

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International Migration, Integration and Social Cohesion online publications