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Dr. Tobias Gass
at ETH Zurich
SPIE Involvement:
Author
Publications (5)
SPIE Journal Paper | 1 October 2018 Open Access
Evaluation of deep learning methods for parotid gland segmentation from CT images
Annika Hänsch, Michael Schwier, Tobias Gass, Tomasz Morgas, Benjamin Haas, Volker Dicken, Hans Meine, Jan Klein, Horst K. Hahn
JMI, Vol. 6, Issue 01, 011005, (October 2018) https://doi.org/10.1117/12.10.1117/1.JMI.6.1.011005
KEYWORDS: Image segmentation, Neural networks, Computed tomography, Head, Neck, 3D modeling, Data modeling, Radiotherapy, 3D image processing, Distance measurement
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Proceedings Article | 27 February 2018 Paper
Comparison of different deep learning approaches for parotid gland segmentation from CT images
Annika Hänsch, Michael Schwier, Tobias Gass, Tomasz Morgas, Benjamin Haas, Jan Klein, Horst Hahn
Proceedings Volume 10575, 1057519 (2018) https://doi.org/10.1117/12.2292962
KEYWORDS: Image segmentation, Neural networks, Computed tomography, Head, Neck, Radiotherapy, Data modeling
SPIE Journal Paper | 25 March 2015
Consistency-based rectification of nonrigid registrations
Tobias Gass, Gàbor Székely, Orcun Goksel
JMI, Vol. 2, Issue 01, 014005, (March 2015) https://doi.org/10.1117/12.10.1117/1.JMI.2.1.014005
KEYWORDS: Image registration, Image segmentation, Error analysis, Magnetic resonance imaging, 3D image processing, 3D acquisition, Control systems, Motion estimation, Detection and tracking algorithms, Computed tomography
Proceedings Article | 21 March 2014 Paper
Detection and correction of inconsistency-based errors in non-rigid registration
Tobias Gass, Gabor Szekely, Orcun Goksel
Proceedings Volume 9034, 90341B (2014) https://doi.org/10.1117/12.2042757
KEYWORDS: Image registration, Error analysis, Medical imaging, Detection and tracking algorithms, Statistical analysis, Magnetorheological finishing, Image analysis, Computer simulations, Magnetic resonance imaging, Image quality
Proceedings Article | 21 March 2014 Paper
Auxiliary anatomical labels for joint segmentation and atlas registration
Tobias Gass, Gabor Szekely, Orcun Goksel
Proceedings Volume 9034, 90343T (2014) https://doi.org/10.1117/12.2042876
KEYWORDS: Image segmentation, Image registration, Bone, Autoregressive models, Magnetorheological finishing, Computed tomography, Tolerancing, Medical imaging, Image processing, Brain
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