@inproceedings{19494de7dab1456f818c8b33d47e9675,
title = "Sensitivity of a partially learned model-based reconstruction algorithm",
abstract = "We replace part of a model-based iterative algorithm with a convolutional neural network in order to improve the quality of tomography reconstructions. We analyse its robustness against uncertainties in the image and uncertainties in system settings. Results are presented for the application of photoacoustic tomography in a limited angle setup.",
keywords = "inverse problems, reconstruction, deep learning, algorithm",
author = "Boink, {Yoeri E.} and {Van Gils}, {Stephan A.} and Srirang Manohar and Christoph Brune",
year = "2018",
month = dec,
day = "17",
doi = "10.1002/pamm.201800222",
language = "English",
volume = "18",
series = "Proceedings in Applied Mathematics and Mechanics",
publisher = "Wiley-VCH Verlag",
booktitle = "89th Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM)",
edition = "1",
}