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Learning to Extract Tumour Vasculature: Techniques in Machine Learning for Medical Image Analysis

Abstract:

Cancer is a leading cause of death worldwide with an estimated 14 million new cases occurring yearly and approximately 8 million deaths. Although much progress has been made in the understanding and treatment of cancer, there are still many mechanisms that remain poorly understood. The development of vasculature is known to be a key element in facilitating the growth of a tumour. Modern imaging modalities such as multi-photon fluorescence microscopy allow unprecedented opportunities to exa...

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Russell Bates More by this author

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Type of award:
DPhil
Level of award:
Doctoral
Awarding institution:
University of Oxford

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