Publications

113 entries « 2 of 3 »

2016

Gutierrez-Becker, Benjamin; Mateus, Diana; Peter, Loic; Navab, Nassir

Learning Optimization Updates for Multimodal Registration Proceeding

Springer 2016.

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Simonovsky, Martin; Gutierrez-Becker, Benjamin; Mateus, Diana; Navab, Nassir; Komodakis, Nikos

A Deep Metric for Multimodal Registration Proceeding

Springer 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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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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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.

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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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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.

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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.

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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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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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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.

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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.

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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.

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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.

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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.

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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.

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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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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.

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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.

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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.

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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.

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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.

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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 Proceeding

IEEE 2010.

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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.

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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.

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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.

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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.

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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).

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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.

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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.

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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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113 entries « 2 of 3 »