Individual modelling of haematotoxicity with NARX neural networks: A knowledge transfer approach

Individual modelling of haematotoxicity with NARX neural networks: A knowledge transfer approach

Cytotoxic cancer therapy often results in dose-limiting haematotoxic side effects. Predicting an individual's risk is a major objective in precision medicine of cancer treatment. In this regard, patient heterogeneity presents a significant challenge. In this paper, we explore the use of hypothe...

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Bibliographic Details
Main Authors: Marie Steinacker, Yuri Kheifetz, Markus Scholz
Format: Article
Language:English
Published: Elsevier 2023-07-01
Series:Heliyon
Subjects:
Recurrent neural networks
System identification
Haematopoiesis
Precision medicine
Transfer learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844023050983

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http://www.sciencedirect.com/science/article/pii/S2405844023050983

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