MRI methods to assess tissue oxygenation have recently flourished. Here we explore how a common signal processing technique (independent component analysis) can be used to extract and amplify signal from oxygen stimuli in mouse tumours. With just dynamic T1-weighted images and ICA to extract the enhancing pixels, we can create rich parameter maps corresponding to a response to an oxygen challenge.
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