Search Results for author: Thomas R. Else

Found 2 papers, 2 papers with code

Distribution-informed and wavelength-flexible data-driven photoacoustic oximetry

1 code implementation21 Mar 2024 Janek Gröhl, Kylie Yeung, Kevin Gu, Thomas R. Else, Monika Golinska, Ellie V. Bunce, Lina Hacker, Sarah E. Bohndiek

We used a long short-term memory network to implement a wavelength-flexible network architecture and proposed the Jensen-Shannon divergence to predict the most suitable training dataset.

Moving beyond simulation: data-driven quantitative photoacoustic imaging using tissue-mimicking phantoms

1 code implementation11 Jun 2023 Janek Gröhl, Thomas R. Else, Lina Hacker, Ellie V. Bunce, Paul W. Sweeney, Sarah E. Bohndiek

We show that training on simulated data results in artefacts and biases in the estimates, reinforcing the existence of a domain gap between simulation and experiment.

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