Dec 1, 2022 · We want to investigate how to efficiently adapt to a new survival target domain from multiple survival source domains.

To the best of our knowledge, there has not been yet any work that tackles domain or multi-source do- main adaptation for survival domains. In this work, we ...

This repository will contain code for the paper Multi-Source Survival Domain Adaptation (Shaker & Lawrence, AAAI 2023). It's still under construction.

Feb 7, 2023 · These allow us to define domain adaptation for survival analysis while incorporating censored data, which would otherwise have to be dropped.

A new survival metric and the corresponding discrepancy measure between survival distributions are introduced that allow us to define domain adaptation for ...

Mar 6, 2023 · These allow us to define domain adaptation for survival analysis while incorporating censored data, which would otherwise have to be dropped.

We propose Self-Rule to Multi-Adapt (SRMA), which takes advantage of self-supervised learning to perform domain adaptation, and removes the necessity of fully- ...

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In contrast to previous multi-task setups, we want to investigate how to efficiently adapt to a new survival target domain from multiple survival source domains ...

我们引入了一个新的生存指标和生存分布之间相应的差异度量。这些使我们能够在合并审查数据的同时为生存分析定义域适应，否则这些数据将不得不被删除。我们对两个癌症数据集 ...