Dr. Bastian Cheng Profile

Dr. Bastian Cheng

at Universitätsklinikum Hamburg-Eppendorf

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Author

Publications (4)

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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Proceedings Article | 27 February 2018 Paper

Exploring DeepMedic for the purpose of segmenting white matter hyperintensity lesions

Fiona Lippert, Bastian Cheng, Amir Golsari, Florian Weiler, Johannes Gregori, Götz Thomalla, Jan Klein

Proceedings Volume 10575, 105752F (2018) https://doi.org/10.1117/12.2292809

KEYWORDS: Image segmentation, Brain, Magnetic resonance imaging, Visualization, Image processing, Neural networks, Network architectures, Convolutional neural networks

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Proceedings Article | 3 March 2017 Paper

Automatic classification of cardioembolic and arteriosclerotic ischemic strokes from apparent diffusion coefficient datasets using texture analysis and deep learning

Javier Villafruela, Sebastian Crites, Bastian Cheng, Christian Knaack, Götz Thomalla, Bijoy Menon, Nils Forkert

Proceedings Volume 10134, 101342K (2017) https://doi.org/10.1117/12.2255012

KEYWORDS: Ischemic stroke, Diffusion, Image classification, Magnetic resonance imaging, Pattern recognition, Machine learning, Feature extraction, Neural networks, Image filtering, Diffusion weighted imaging

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