Publications

81 entries « 1 of 2 »

2017

Gutierrez-Becker, Benjamin; Peter, Loic; Klein, Tassilo; Wachinger, Christian

A Multi-Armed Bandit to Smartly Select a Training Set from Big Medical Data Conference

Proceedings of MICCAI 2017, Elsevier, 2017.

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

Guiding Multimodal Registration with Learned Optimization Updates Journal Article

Medical Image Analysis, 2017.

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Riva, Marco ; Hennersperger, Christoph ; Milletari, Fausto ; Katouzian, Amin ; Pessina, Federico ; Gutierrez-Becker, Benjamin ; Castellano, Antonella ; Navab, Nassir ; Bello, Lorenzo

3D intra-operative ultrasound and MR image guidance: pursuing an ultrasound-based management of brainshift to enhance neuronavigation Journal Article

International Journal of Computer Assisted Radiology and Surgery, pp. 1–15, 2017.

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Reuter, Martin ; Wachinger, Christian

Abtract: Shape Analysis in Human Brain MRI Incollection

Bildverarbeitung für die Medizin 2017, pp. 358–358, Springer Vieweg, Berlin, Heidelberg, 2017.

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Wachinger, Christian ; Reuter, Martin ; Klein, Tassilo

DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy Journal Article

NeuroImage, 2017.

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Conjeti, Sailesh ; Guha Roy, Abhijit ; Katouzian, Amin ; Navab, Nassir

Deep Residual Hashing Journal Article

Accepted at MICCAI 2017, 2017.

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Guha Roy, Abhijit ; Conjeti, Sailesh ; Karri, Sri Phani Krishna ; Sheet, Debdoot ; Katouzian, Amin ; Wachinger, Christian ; Navab, Nassir

ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network Journal Article

Accepted at Biomedical Optics Express, 2017.

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Guha Roy, Abhijit ; Conjeti, Sailesh ; Sheet, Debdoot ; Katouzian, Amin ; Navab, Nassir ; Wachinger, Christian

Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data Journal Article

Accepted at MICCAI 2017, 2017.

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Das, Kausik ; Karri, Sri Phani Krishna ; Guha Roy, Abhijit ; Chatterjee, Jyotirmoy ; Sheet, Debdoot

Classifying histopathology whole-slides using fusion of decisions from deep convolutional network on a collection of random multi-views at multi-magnification Inproceedings

Biomedical Imaging (ISBI 2017), 2017 IEEE 14th International Symposium on, pp. 1024–1027, IEEE 2017.

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Wachinger, Christian ; Rieckmann, Anna ; Reuter, Martin

Latent Processes Governing Neuroanatomical Change in Aging and Dementia Inproceedings

International Conference on Medical Image Computing and Computer-Assisted Intervention, Springer 2017.

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Wachinger, Christian ; Volkmer, Susanne ; Bublath, Katharina ; Bruder, Jennifer ; Bartling, J{ü}rgen ; Schulte-K{ö}rne, Gerd

Does the late positive component reflect successful reading acquisition? A longitudinal ERP study Journal Article

NeuroImage: Clinical, 2017.

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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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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 ; Initiative, Alzheimer's Disease Neuroimaging; others,

Domain adaptation for Alzheimer's disease diagnostics Journal Article

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

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

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{"i}c ; Sheet, Debdoot ; Carlier, St{'e}phane ; 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

Medical image analysis, 32 , pp. 1–17, 2016.

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Guha Roy, Abhijit ; Conjeti, Sailesh ; Carlier, Stephane G; Houissa, Khalil ; K{ö}nig, Andreas ; Dutta, Pranab K; Laine, Andrew F; Navab, Nassir ; Katouzian, Amin ; Sheet, Debdoot

Multiscale distribution preserving autoencoders for plaque detection in intravascular optical coherence tomography Inproceedings

Biomedical Imaging (ISBI), 2016 IEEE 13th International Symposium on, pp. 1359–1362, IEEE 2016.

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Das, Kausik ; Guha Roy, Abhijit ; Chatterjeeb, Jyotirmoy ; Sheet, Debdoot

Landscaping of Random Forests through Controlled Deforestation Inproceedings

National Communications Conference, IEEE 2016.

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Lahiri, Avisek ; Guha Roy, Abhijit ; Sheet, Debdoot ; Biswas, Prabir Kumar

Deep neural ensemble for retinal vessel segmentation in fundus images towards achieving label-free angiography Inproceedings

Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the, pp. 1340–1343, IEEE 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

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

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

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{'e}ndez ; Meijboom, Rozanna ; others,

Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge Journal Article

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

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

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

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

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

Transactions on medical imaging, 2015.

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Guha Roy, Abhijit ; Conjeti, Sailesh ; Carlier, Stephane ; Dutta, Pranab ; Kastrati, Adnan ; Laine, Andrew ; Navab, Nassir ; Katouzian, Amin ; Sheet, Debdoot

Lumen Segmentation in Intravascular Optical Coherence Tomography using Backscattering Tracked and Initialized Random Walks Journal Article

Journal of Biomedical and Health Informatics, 2015.

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Guha Roy, Abhijit ; Conjeti, Sailesh ; Carlier, Stephane G; Konig, Andreas ; Kastrati, Adnan ; Dutta, Pranab K; Laine, Andrew F; Navab, Nassir ; Sheet, Debdoot ; Katouzian, Amin

Bag of forests for modelling of tissue energy interaction in optical coherence tomography for atherosclerotic plaque susceptibility assessment Inproceedings

Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on, pp. 428–431, IEEE 2015.

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Guha Roy, Abhijit ; Sheet, Debdoot

DASA: Domain adaptation in stacked autoencoders using systematic dropout Inproceedings

Pattern Recognition (ACPR), 2015 3rd IAPR Asian Conference on, pp. 735–739, IEEE 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

NeuroImage, 84 , pp. 524–533, 2014.

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Wachinger, Christian ; Golland, Polina

Atlas-based under-segmentation Inproceedings

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

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

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

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

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 Guzman E; Benavides-Serralde, Jesus Andres ; Camargo-Marin, Lisbeth ; journal={Medical biological engineering computing Medina Banuelos, Veronica} & &

Automatic segmentation of the fetal cerebellum on ultrasound volumes, using a 3D statistical shape model Journal Article

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

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

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

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

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

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

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

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

Ultrasonics, 52 (4), pp. 547–554, 2012.

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81 entries « 1 of 2 »