Dr. Anna Sophie Hoffmann Profile

Dr. Anna Sophie Hoffmann

at Universitätsklinikum Hamburg-Eppendorf

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Publications (2)

Proceedings Article | 3 April 2024 Presentation + Paper

Convolutional transformer network for paranasal anomaly classification in the maxillary sinus

Debayan Bhattacharya, Finn Behrendt, Lennart Maack, Benjamin Tobias Becker, Dirk Beyersdorff, Elina Petersen, Marvin Petersen, Bastian Cheng, Dennis Eggert, Christian Betz, Anna Sophie Hoffmann, Alexander Schlaefer

Proceedings Volume 12927, 1292717 (2024) https://doi.org/10.1117/12.3005515

KEYWORDS: Transformers, Magnetic resonance imaging, Head, Education and training, Deep learning, Convolution, Polyps, Neck, Feature selection, Cross validation

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Proceedings Article | 7 April 2023 Presentation + Paper

Unsupervised anomaly detection of paranasal anomalies in the maxillary sinus

Debayan Bhattacharya, Finn Behrendt, Benjamin Tobias Becker, Dirk Beyersdorff, Elina Petersen, Marvin Petersen, Bastian Cheng, Dennis Eggert, Christian Betz, Anna Sophie Hoffmann, Alexander Schlaefer

Proceedings Volume 12465, 124651B (2023) https://doi.org/10.1117/12.2651525

KEYWORDS: Magnetic resonance imaging, Education and training, Polyps, Head, Neck, Machine learning, Data modeling, Voxels, Medical image reconstruction, Image restoration, Convolutional neural networks

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