2016
Dubost, Florian; Peter, Loic; Rupprecht, Christian; Gutierrez-Becker, Benjamin; Navab, Nassir
Hands-Free Segmentation of Medical Volumes via Binary Inputs Proceeding
Springer International Publishing 2016.
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Gutierrez-Becker, Benjamin; Mateus, Diana; Peter, Loic; Navab, Nassir
Learning Optimization Updates for Multimodal Registration Proceeding
Springer 2016.
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year = {2016},
date = {2016-01-01},
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Simonovsky, Martin; Gutierrez-Becker, Benjamin; Mateus, Diana; Navab, Nassir; Komodakis, Nikos
A Deep Metric for Multimodal Registration Proceeding
Springer 2016.
@proceedings{simonovsky2016deep,
title = {A Deep Metric for Multimodal Registration},
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url = {https://arxiv.org/pdf/1609.05396.pdf},
year = {2016},
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Wachinger, Christian; Reuter, Martin
Domain adaptation for Alzheimer's disease diagnostics Journal Article
In: NeuroImage, 2016.
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title = {Domain adaptation for Alzheimer's disease diagnostics},
author = {Wachinger, Christian and Reuter, Martin},
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Wachinger, C; Brennan, M; Sharp, G; Golland, P
Efficient Descriptor-Based Segmentation of Parotid Glands with Non-Local Means. Journal Article
In: IEEE transactions on bio-medical engineering, 2016.
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title = {Efficient Descriptor-Based Segmentation of Parotid Glands with Non-Local Means.},
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Wachinger, Christian; Salat, David H; Weiner, Michael; Reuter, Martin; Initiative, Alzheimer’s Disease Neuroimaging; others,
Whole-brain analysis reveals increased neuroanatomical asymmetries in dementia for hippocampus and amygdala Journal Article
In: Brain, 139 (12), pp. 3253–3266, 2016.
@article{wachinger2016whole,
title = {Whole-brain analysis reveals increased neuroanatomical asymmetries in dementia for hippocampus and amygdala},
author = {Wachinger, Christian and Salat, David H and Weiner, Michael and Reuter, Martin and Alzheimer’s Disease Neuroimaging Initiative and others},
year = {2016},
date = {2016-01-01},
urldate = {2016-01-01},
journal = {Brain},
volume = {139},
number = {12},
pages = {3253--3266},
publisher = {Oxford University Press},
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Reuter, Martin; Wachinger, Christian; Lombaert, Herv'e
Spectral and Shape Analysis in Medical Imaging: First International Workshop, SeSAMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Revised Selected Papers Miscellaneous
2016.
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title = {Spectral and Shape Analysis in Medical Imaging: First International Workshop, SeSAMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Revised Selected Papers},
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year = {2016},
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Conjeti, Sailesh; Katouzian, Amin; Guha Roy, Abhijit; Peter, Lo"ic; Sheet, Debdoot; Carlier, St'ephane; Laine, Andrew; Navab, Nassir
Supervised domain adaptation of decision forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization Journal Article
In: Medical image analysis, 32 , pp. 1–17, 2016.
@article{conjeti2016supervised,
title = {Supervised domain adaptation of decision forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization},
author = {Conjeti, Sailesh and Katouzian, Amin and Guha Roy, Abhijit and Peter, Lo{"i}c and Sheet, Debdoot and Carlier, St{'e}phane and Laine, Andrew and Navab, Nassir},
year = {2016},
date = {2016-01-01},
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Conjeti, S; Guha Roy, A; Sheet, D; Carlier, S; Syeda-Mahmood, T; Navab, N; Katouzian, A
Domain Adapted Model for In Vivo Intravascular Ultrasound Tissue Characterization Journal Article
In: Computing and Visualization for Intravascular Imaging and Computer-Assisted Stenting, pp. 157, 2016.
@article{conjeti2016domain,
title = {Domain Adapted Model for In Vivo Intravascular Ultrasound Tissue Characterization},
author = {Conjeti, S and Guha Roy, A and Sheet, D and Carlier, S and Syeda-Mahmood, T and Navab, N and Katouzian, A},
year = {2016},
date = {2016-01-01},
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2015
Wachinger, Christian; Golland, Polina; Magnain, Caroline; Fischl, Bruce; Reuter, Martin
Multi-modal robust inverse-consistent linear registration Journal Article
In: Human brain mapping, 36 (4), pp. 1365–1380, 2015.
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Wachinger, Christian; Golland, Polina; Kremen, William; Fischl, Bruce; Reuter, Martin; Initiative, Alzheimer's Disease Neuroimaging; others,
BrainPrint: A discriminative characterization of brain morphology Journal Article
In: NeuroImage, 109 , pp. 232–248, 2015.
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date = {2015-01-01},
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Bron, Esther E; Smits, Marion; van der Flier, Wiesje M; Vrenken, Hugo; Barkhof, Frederik; Scheltens, Philip; Papma, Janne M; Steketee, Rebecca ME; Orellana, Carolina M'endez; Meijboom, Rozanna; others,
Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge Journal Article
In: NeuroImage, 111 , pp. 562–579, 2015.
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journal = {NeuroImage},
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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 Inproceedings
In: International Conference on Information Processing in Medical Imaging, pp. 339–350, Springer International Publishing 2015.
@inproceedings{toews2015feature,
title = {A Feature-based Approach to Big Data Analysis of Medical Images},
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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 Inproceedings
In: Information Processing in Medical Imaging, Springer 2015.
@inproceedings{wachinger2015keypoint,
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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.
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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 Proceeding
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},
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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, 84 , pp. 524–533, 2014.
@article{magnain2014blockface,
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year = {2014},
date = {2014-01-01},
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Wachinger, Christian; Golland, Polina
Atlas-based under-segmentation Inproceedings
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 Inproceedings
In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 41–48, Springer International Publishing 2014.
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Wachinger, C; Batmanghelich, K; Golland, P; Reuter, M
BrainPrint in the Computer-Aided Diagnosis of Alzheimer’s Disease Inproceedings
In: Proc MICCAI Workshop Challenge on Computer-Aided Diagnosis of Dementia Based on Structural MRI Data, pp. 129–138, 2014.
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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 Inproceedings
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 Inproceedings
In: Proc MICCAI workshop challenge on computer-aided diagnosis of dementia based on structural MRI data, pp. 129–138, 2014.
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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: 51 (9), pp. 1021–1030, 2013.
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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},
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date = {2013-01-01},
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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, 35 (5), pp. 1221–1233, 2013.
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Chen, George H; Wachinger, Christian; Golland, Polina
Sparse projections of medical images onto manifolds Inproceedings
In: International Conference on Information Processing in Medical Imaging, pp. 292–303, Springer Berlin Heidelberg 2013.
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Wachinger, Christian; Sharp, Gregory C; Golland, Polina
Contour-driven regression for label inference in atlas-based segmentation Inproceedings
In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 211–218, Springer Berlin Heidelberg 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, 16 (1), pp. 1–17, 2012.
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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, 16 (6), pp. 1073–1084, 2012.
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Wachinger, Christian; Klein, Tassilo; Navab, Nassir
Locally adaptive Nakagami-based ultrasound similarity measures Journal Article
In: Ultrasonics, 52 (4), pp. 547–554, 2012.
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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, 16 (4), pp. 806–818, 2012.
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Wachinger, Christian; Navab, Nassir
A contextual maximum likelihood framework for modeling image registration Inproceedings
In: Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on, pp. 1995–2002, IEEE 2012.
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Wachinger, Christian; Golland, Polina
Spectral label fusion Inproceedings
In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 410–417, Springer Berlin Heidelberg 2012.
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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 Inproceedings
In: International Workshop on Machine Learning in Medical Imaging, pp. 19–26, Springer Berlin Heidelberg 2012.
@inproceedings{moradi2012mri,
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2011
Wachinger, Christian; Klein, Tassilo; Navab, Nassir
The 2D analytic signal on RF and B-mode ultrasound images Inproceedings
In: Biennial International Conference on Information Processing in Medical Imaging, pp. 359–370, Springer Berlin Heidelberg 2011.
@inproceedings{wachinger20112d,
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Yigitsoy, Mehmet; Wachinger, Christian; Navab, Nassir
Temporal groupwise registration for motion modeling Inproceedings
In: Biennial International Conference on Information Processing in Medical Imaging, pp. 648–659, Springer Berlin Heidelberg 2011.
@inproceedings{yigitsoy2011temporal,
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Yigitsoy, Mehmet; Wachinger, Christian; Navab, Nassir
Manifold learning for image-based breathing gating in MRI Inproceedings
In: Proceedings of SPIE, pp. 796210, 2011.
@inproceedings{yigitsoy2011manifold,
title = {Manifold learning for image-based breathing gating in MRI},
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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 Inproceedings
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},
author = {Demirci, Stefanie and Bigdelou, Ali and Wang, Lejing and Wachinger, Christian and Baust, Maximilian and Tibrewal, Radhika and Ghotbi, Reza and Eckstein, Hans-Henning and Navab, Nassir},
year = {2011},
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.
@phdthesis{wachinger2011ultrasound,
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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 Proceeding
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},
year = {2010},
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 Inproceedings
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 Inproceedings
In: 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, pp. 1353–1356, IEEE 2010.
@inproceedings{wachinger2010manifoldb,
title = {Manifold learning for patient position detection in MRI},
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Wachinger, Christian; Navab, Nassir
Structural image representation for image registration Inproceedings
In: Proceedings of IEEE Computer Vision and Pettern Recognition Workshops, pp. 23–30, 2010.
@inproceedings{wachinger2010structural,
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Wachinger, Christian; Navab, Nassir
Manifold Learning for Multi-Modal Image Registration Inproceedings
In: Proceedings of the British Machine Vision Conference, pages, pp. 82–1, 2010.
@inproceedings{wachinger2010manifoldb,
title = {Manifold Learning for Multi-Modal Image Registration},
author = {Wachinger, Christian and Navab, Nassir},
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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},
year = {2010},
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 Inproceedings
In: Computer Vision and Pattern Recognition, 2009. CVPR 2009. IEEE Conference on, pp. 667–674, IEEE 2009.
@inproceedings{wachinger2009similarity,
title = {Similarity metrics and efficient optimization for simultaneous registration},
author = {Wachinger, Christian and Navab, Nassir},
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date = {2009-01-01},
urldate = {2009-01-01},
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Wachinger, Christian; Navab, Nassir
Alignment of viewing-angle dependent ultrasound images Inproceedings
In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 779–786, Springer Berlin Heidelberg 2009.
@inproceedings{wachinger2009alignment,
title = {Alignment of viewing-angle dependent ultrasound images},
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