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07/13/2023
Explainable 2D Vision Models for 3D Medical Data
Training Artificial Intelligence (AI) models on three-dimensional image ...
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11/18/2022
How Do Input Attributes Impact the Privacy Loss in Differential Privacy?
Differential privacy (DP) is typically formulated as a worst-case privac...
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11/08/2022
Exploiting segmentation labels and representation learning to forecast therapy response of PDAC patients
The prediction of pancreatic ductal adenocarcinoma therapy response is a...
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09/22/2021
Partial sensitivity analysis in differential privacy
Differential privacy (DP) allows the quantification of privacy loss when...
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09/22/2021
A unified interpretation of the Gaussian mechanism for differential privacy through the sensitivity index
The Gaussian mechanism (GM) represents a universally employed tool for a...
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09/02/2020