2015
Wachinger, Christian; Golland, Polina
Diverse Landmark Sampling from Determinantal Point Processes for Scalable Manifold Learning Journal Article
In: arXiv preprint arXiv:1503.03506, 2015.
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Toews, Matthew; Wachinger, Christian; Estepar, Raul San Jose; Wells III, William M
A Feature-based Approach to Big Data Analysis of Medical Images Proceedings Article
In: International Conference on Information Processing in Medical Imaging, pp. 339–350, Springer International Publishing 2015.
@inproceedings{toews2015feature,
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Wachinger, Christian; Golland, Polina
Sampling from determinantal point processes for scalable manifold learning Journal Article
In: Information Processing in Medical Imaging. Lecture Notes in Computer Science, Springer, pp. 687–698, 2015.
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Wachinger, C; Toews, M; Langs, G; Wells, W; Golland, P
Keypoint Transfer Segmentation Proceedings Article
In: Information Processing in Medical Imaging, Springer 2015.
@inproceedings{wachinger2015keypoint,
title = {Keypoint Transfer Segmentation},
author = {Wachinger, C and Toews, M and Langs, G and Wells, W and Golland, P},
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date = {2015-01-01},
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Wachinger, Christian; Fritscher, Karl; Sharp, Greg; Golland, Polina
Countour-Driven Atlas-Based Segmenation Journal Article
In: Transactions on medical imaging, 2015.
@article{wachinger2015countour,
title = {Countour-Driven Atlas-Based Segmenation},
author = {Wachinger, Christian and Fritscher, Karl and Sharp, Greg and Golland, Polina},
year = {2015},
date = {2015-01-01},
urldate = {2015-01-01},
journal = {Transactions on medical imaging},
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2014
Gutierrez-Becker, Benjamin; Mateus, Diana; Shiban, Ehab; Meyer, Bernhard; Lehmberg, Jens; Navab, Nassir
A sparse approach to build shape models with routine clinical data Proceedings
IEEE 2014.
@proceedings{gutierrez2014sparse,
title = {A sparse approach to build shape models with routine clinical data},
author = {Gutierrez-Becker, Benjamin and Mateus, Diana and Shiban, Ehab and Meyer, Bernhard and Lehmberg, Jens and Navab, Nassir},
year = {2014},
date = {2014-01-01},
booktitle = {Biomedical Imaging (ISBI), 2014 IEEE 11th International Symposium on},
pages = {258--261},
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Magnain, Caroline; Augustinack, Jean C; Reuter, Martin; Wachinger, Christian; Frosch, Matthew P; Ragan, Timothy; Akkin, Taner; Wedeen, Van J; Boas, David A; Fischl, Bruce
Blockface histology with optical coherence tomography: A comparison with Nissl staining Journal Article
In: NeuroImage, vol. 84, pp. 524–533, 2014.
@article{magnain2014blockface,
title = {Blockface histology with optical coherence tomography: A comparison with Nissl staining},
author = {Magnain, Caroline and Augustinack, Jean C and Reuter, Martin and Wachinger, Christian and Frosch, Matthew P and Ragan, Timothy and Akkin, Taner and Wedeen, Van J and Boas, David A and Fischl, Bruce},
year = {2014},
date = {2014-01-01},
urldate = {2014-01-01},
journal = {NeuroImage},
volume = {84},
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Wachinger, Christian; Golland, Polina
Atlas-based under-segmentation Proceedings Article
In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 315–322, Springer International Publishing 2014.
@inproceedings{wachinger2014atlas,
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Wachinger, Christian; Golland, Polina; Reuter, Martin
BrainPrint: identifying subjects by their brain Proceedings Article
In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 41–48, Springer International Publishing 2014.
@inproceedings{wachinger2014brainprint,
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Wachinger, C; Batmanghelich, K; Golland, P; Reuter, M
BrainPrint in the Computer-Aided Diagnosis of Alzheimer’s Disease Proceedings Article
In: Proc MICCAI Workshop Challenge on Computer-Aided Diagnosis of Dementia Based on Structural MRI Data, pp. 129–138, 2014.
@inproceedings{wachinger2014brainprintb,
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Wachinger, Christian; Brennan, Matthew; Sharp, Greg C; Golland, Polina
On the importance of location and features for the patch-based segmentation of parotid glands Proceedings Article
In: MICCAI Workshop on Image-Guided Adaptive Radiation Therapy, 2014.
@inproceedings{wachinger2014importance,
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Wachinger, C; Batmanghelich, K; Golland, P; Reuter, M
BrainPrint in the computer-aided diagnosis of Alzheimer’s disease Proceedings Article
In: Proc MICCAI workshop challenge on computer-aided diagnosis of dementia based on structural MRI data, pp. 129–138, 2014.
@inproceedings{wachinger2014brainprintb,
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2013
Gutierrez-Becker, Benjamin; Cosio, Fernando Arambula; Huerta, Mario E Guzman; Benavides-Serralde, Jesus Andres; Camargo-Marin, Lisbeth; Medina Banuelos, Veronica journal=Medical & biological engineering & computing
Automatic segmentation of the fetal cerebellum on ultrasound volumes, using a 3D statistical shape model Journal Article
In: vol. 51, no. 9, pp. 1021–1030, 2013.
@article{gutierrez2013automatic,
title = {Automatic segmentation of the fetal cerebellum on ultrasound volumes, using a 3D statistical shape model},
author = {Gutierrez-Becker, Benjamin and Cosio, Fernando Arambula and Huerta, Mario E Guzman and Benavides-Serralde, Jesus Andres and Camargo-Marin, Lisbeth and Medina Banuelos, Veronica} journal={Medical & biological engineering & computing},
year = {2013},
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volume = {51},
number = {9},
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Wachinger, Christian; Navab, Nassir
Simultaneous registration of multiple images: similarity metrics and efficient optimization Journal Article
In: Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 35, no. 5, pp. 1221–1233, 2013.
@article{wachinger2013simultaneous,
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Chen, George H; Wachinger, Christian; Golland, Polina
Sparse projections of medical images onto manifolds Proceedings Article
In: International Conference on Information Processing in Medical Imaging, pp. 292–303, Springer Berlin Heidelberg 2013.
@inproceedings{chen2013sparse,
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author = {Chen, George H and Wachinger, Christian and Golland, Polina},
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Wachinger, Christian; Sharp, Gregory C; Golland, Polina
Contour-driven regression for label inference in atlas-based segmentation Proceedings Article
In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 211–218, Springer Berlin Heidelberg 2013.
@inproceedings{wachinger2013contour,
title = {Contour-driven regression for label inference in atlas-based segmentation},
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year = {2013},
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Wachinger, Christian; Golland, Polina; Fischl, Bruce; Reuter, Martin
Robust registration of multi-modal images Journal Article
In: Human Brain Mapping, 2013.
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2012
Wachinger, Christian; Navab, Nassir
Entropy and Laplacian images: Structural representations for multi-modal registration Journal Article
In: Medical Image Analysis, vol. 16, no. 1, pp. 1–17, 2012.
@article{wachinger2012entropy,
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author = {Wachinger, Christian and Navab, Nassir},
year = {2012},
date = {2012-01-01},
urldate = {2012-01-01},
journal = {Medical Image Analysis},
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Mateus, Diana; Wachinger, Christian; Atasoy, Selen; Schwarz, Loren; Navab, Nassir
Learning manifolds: design analysis for medical applications Journal Article
In: Machine Learning in Computer-Aided Diagnosis: Medical Imaging Intelligence and Analysis: Medical Imaging Intelligence and Analysis, pp. 374, 2012.
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Wachinger, Christian; Klein, Tassilo; Navab, Nassir
The 2D analytic signal for envelope detection and feature extraction on ultrasound images Journal Article
In: Medical Image Analysis, vol. 16, no. 6, pp. 1073–1084, 2012.
@article{wachinger20122d,
title = {The 2D analytic signal for envelope detection and feature extraction on ultrasound images},
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Wachinger, Christian; Klein, Tassilo; Navab, Nassir
Locally adaptive Nakagami-based ultrasound similarity measures Journal Article
In: Ultrasonics, vol. 52, no. 4, pp. 547–554, 2012.
@article{wachinger2012locally,
title = {Locally adaptive Nakagami-based ultrasound similarity measures},
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Wachinger, Christian; Yigitsoy, Mehmet; Rijkhorst, Erik-Jan; Navab, Nassir
Manifold learning for image-based breathing gating in ultrasound and MRI Journal Article
In: Medical Image Analysis, vol. 16, no. 4, pp. 806–818, 2012.
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Wachinger, Christian; Navab, Nassir
A contextual maximum likelihood framework for modeling image registration Proceedings Article
In: Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on, pp. 1995–2002, IEEE 2012.
@inproceedings{wachinger2012contextual,
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Wachinger, Christian; Golland, Polina
Spectral label fusion Proceedings Article
In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 410–417, Springer Berlin Heidelberg 2012.
@inproceedings{wachinger2012spectral,
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author = {Wachinger, Christian and Golland, Polina},
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date = {2012-01-01},
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Moradi, Mehdi; Wachinger, Christian; Fedorov, Andriy; Wells, William M; Kapur, Tina; Wolfsberger, Luciant D; Nguyen, Paul; Tempany, Clare M
MRI confirmed prostate tissue classification with Laplacian eigenmaps of ultrasound RF spectra Proceedings Article
In: International Workshop on Machine Learning in Medical Imaging, pp. 19–26, Springer Berlin Heidelberg 2012.
@inproceedings{moradi2012mri,
title = {MRI confirmed prostate tissue classification with Laplacian eigenmaps of ultrasound RF spectra},
author = {Moradi, Mehdi and Wachinger, Christian and Fedorov, Andriy and Wells, William M and Kapur, Tina and Wolfsberger, Luciant D and Nguyen, Paul and Tempany, Clare M},
year = {2012},
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2011
Wachinger, Christian; Klein, Tassilo; Navab, Nassir
The 2D analytic signal on RF and B-mode ultrasound images Proceedings Article
In: Biennial International Conference on Information Processing in Medical Imaging, pp. 359–370, Springer Berlin Heidelberg 2011.
@inproceedings{wachinger20112d,
title = {The 2D analytic signal on RF and B-mode ultrasound images},
author = {Wachinger, Christian and Klein, Tassilo and Navab, Nassir},
year = {2011},
date = {2011-01-01},
booktitle = {Biennial International Conference on Information Processing in Medical Imaging},
pages = {359--370},
organization = {Springer Berlin Heidelberg},
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Yigitsoy, Mehmet; Wachinger, Christian; Navab, Nassir
Temporal groupwise registration for motion modeling Proceedings Article
In: Biennial International Conference on Information Processing in Medical Imaging, pp. 648–659, Springer Berlin Heidelberg 2011.
@inproceedings{yigitsoy2011temporal,
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year = {2011},
date = {2011-01-01},
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Yigitsoy, Mehmet; Wachinger, Christian; Navab, Nassir
Manifold learning for image-based breathing gating in MRI Proceedings Article
In: Proceedings of SPIE, pp. 796210, 2011.
@inproceedings{yigitsoy2011manifold,
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Demirci, Stefanie; Bigdelou, Ali; Wang, Lejing; Wachinger, Christian; Baust, Maximilian; Tibrewal, Radhika; Ghotbi, Reza; Eckstein, Hans-Henning; Navab, Nassir
3D stent recovery from one x-ray projection Proceedings Article
In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 178–185, Springer Berlin Heidelberg 2011.
@inproceedings{demirci20113d,
title = {3D stent recovery from one x-ray projection},
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date = {2011-01-01},
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Wachinger, Christian
Ultrasound Mosaicing and Motion Modeling: Applications in Medical Image Registration PhD Thesis
München, Technische Universität München, Diss., 2011, 2011.
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2010
Gutierrez-Becker, Benjamin; Arambula, Fernando; Guzman, Mario; Benavides, Jesus
Automatic segmentation of the cerebellum of fetuses on 3D ultrasound images, using a 3D Point Distribution Model Proceedings
IEEE 2010.
@proceedings{becker2010automatic,
title = {Automatic segmentation of the cerebellum of fetuses on 3D ultrasound images, using a 3D Point Distribution Model},
author = {Benjamin Gutierrez-Becker and Fernando Arambula and Mario Guzman and Jesus Benavides},
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date = {2010-01-01},
booktitle = {Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE},
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Wachinger, Christian; Yigitsoy, Mehmet; Navab, Nassir
Manifold learning for image-based breathing gating with application to 4D ultrasound Proceedings Article
In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 26–33, Springer Berlin Heidelberg 2010.
@inproceedings{wachinger2010manifold,
title = {Manifold learning for image-based breathing gating with application to 4D ultrasound},
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Wachinger, Christian; Mateus, Diana; Keil, Andreas; Navab, Nassir
Manifold learning for patient position detection in MRI Proceedings Article
In: 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, pp. 1353–1356, IEEE 2010.
@inproceedings{wachinger2010manifoldb,
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Wachinger, Christian; Navab, Nassir
Structural image representation for image registration Proceedings Article
In: Proceedings of IEEE Computer Vision and Pettern Recognition Workshops, pp. 23–30, 2010.
@inproceedings{wachinger2010structural,
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author = {Wachinger, Christian and Navab, Nassir},
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Wachinger, Christian; Navab, Nassir
Manifold Learning for Multi-Modal Image Registration Proceedings Article
In: Proceedings of the British Machine Vision Conference, pages, pp. 82–1, 2010.
@inproceedings{wachinger2010manifoldb,
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booktitle = {Proceedings of the British Machine Vision Conference, pages},
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Glocker, Benjamin; Navab, Nassir; Wachinger, Christian; Zeltner, Jochen
Verfahren zum Kombinieren von Bildern und Magnetresonanzgerät Miscellaneous
2010, (DE Patent 102,008,045,278).
@misc{glocker2010verfahren,
title = {Verfahren zum Kombinieren von Bildern und Magnetresonanzgerät},
author = {Glocker, Benjamin and Navab, Nassir and Wachinger, Christian and Zeltner, Jochen},
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date = {2010-00-01},
urldate = {2010-00-01},
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2009
Wachinger, Christian; Navab, Nassir
Similarity metrics and efficient optimization for simultaneous registration Proceedings Article
In: Computer Vision and Pattern Recognition, 2009. CVPR 2009. IEEE Conference on, pp. 667–674, IEEE 2009.
@inproceedings{wachinger2009similarity,
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Wachinger, Christian; Navab, Nassir
Alignment of viewing-angle dependent ultrasound images Proceedings Article
In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 779–786, Springer Berlin Heidelberg 2009.
@inproceedings{wachinger2009alignment,
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Glocker, B; Wachinger, C; Zeltner, J; Paragios, N; Komodakis, N; Hansen, M; Navab, N
MRI Composing for Whole Body Imaging Journal Article
In: Bildverarbeitung für die Medizin 2009, pp. 420–424, 2009.
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Wachinger, Christian; Shams, Ramtin; Navab, Nassir
Towards an Estimation of Acoustic Impedance from Multiple Ultrasound Images Journal Article
In: Bildverarbeitung für die Medizin 2009, pp. 405–409, 2009.
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Wachinger, Christian; Baumann, Simon; Zeltner, Jochen; Glocker, Ben; Navab, Nassir
Sphere extraction in MR images with application to whole-body MRI Proceedings Article
In: SPIE Medical Imaging, pp. 72594J–72594J, International Society for Optics and Photonics 2009.
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2008
Wachinger, Christian; Wein, Wolfgang; Navab, Nassir
Registration Strategies and Similarity Measures for Three-dimensional Ultrasound Mosaicing1 Journal Article
In: Academic radiology, vol. 15, no. 11, pp. 1404–1415, 2008.
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Wachinger, Christian; Glocker, Ben; Zeltner, Jochen; Paragios, Nikos; Komodakis, Nikos; Hansen, Michael Sass; Navab, Nassir
Deformable mosaicing for whole-body MRI Proceedings Article
In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 113–121, Springer Berlin Heidelberg 2008.
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Wachinger, Christian; Shams, Ramtin; Navab, Nassir
Estimation of acoustic impedance from multiple ultrasound images with application to spatial compounding Proceedings Article
In: Computer Vision and Pattern Recognition Workshops, 2008. CVPRW'08. IEEE Computer Society Conference on, pp. 1–8, IEEE 2008.
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Wachinger, Christian; Navab, Nassir
Ultrasound specific similarity measures for three-dimensional mosaicing Journal Article
In: SPIE Medical Imaging, San Diego, California, USA, pp. 69140F, 2008.
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Wachinger, C; Navab, N
Ultrasound specific similarity measures for three-dimensional mosaicing [6914-14] Proceedings Article
In: PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, pp. 6914, International Society for Optical Engineering; 1999 2008.
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2007
Wachinger, Christian; Wein, Wolfgang; Navab, Nassir
Three-dimensional ultrasound mosaicing Proceedings Article
In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 327–335, Springer Berlin Heidelberg 2007.
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2006
Keil, Andreas; Wachinger, Christian; Brinker, Gerhard; Thesen, Stefan; Navab, Nassir
Patient position detection for SAR optimization in magnetic resonance imaging Proceedings Article
In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 49–57, Springer Berlin Heidelberg 2006.
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2005
Wachinger, Christian; Somlo, Patric; Hudelot, Celine; Bloch, Isabelle
Automatic Construction of Statistical Children Brain Atlas with MRI Journal Article
In: 2005.
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Wachinger, Christian; Keil, Andreas; Navab, Nassir
Positioning on Magnetic Resonance Tomography Journal Article
In: 2005.
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