most citedMulti-Task Time Series Analysis applied to Drug Response Modelling

1 citations

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cs.LG2025

Transfer Learning and Machine Learning for Training Five Year Survival Prognostic Models in Early Breast Cancer

Lisa Pilgram, Kai Yang, Ana-Alicia Beltran-Bless +22

Prognostic information is essential for decision-making in breast cancer management. Recently trials have predominantly focused on genomic prognostication tools, even though clinic…

cs.LG2019★ 1 cited

Multi-Task Time Series Analysis applied to Drug Response Modelling

Alex Bird, Christopher K. I. Williams, Christopher Hawthorne

Time series models such as dynamical systems are frequently fitted to a cohort of data, ignoring variation between individual entities such as patients. In this paper we show how t…