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Christian Wachinger, Ph.D. - Publications

Affiliations: 
Klinik und Poliklinik für Kinder- und Jugendpsychiatrie Klinikum der Universität München 
 Massachusetts Institute of Technology/Harvard Medical School 
Area:
Mathematics, exploring mathematical concepts for the analysis of medical images, probabilistic modeling, spectral methods, differential geometry, structural asymmetry, shape analysis.
Website:
http://people.csail.mit.edu/wachinger/
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36 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Richards R, Greimel E, Kliemann D, Koerte IK, Schulte-Körne G, Reuter M, Wachinger C. Increased hippocampal shape asymmetry and volumetric ventricular asymmetry in autism spectrum disorder. Neuroimage. Clinical. 26: 102207. PMID 32092683 DOI: 10.1016/J.Nicl.2020.102207  0.494
2020 Rickmann AM, Roy AG, Sarasua I, Wachinger C. Recalibrating 3D ConvNets with Project & Excite. Ieee Transactions On Medical Imaging. PMID 32031934 DOI: 10.1109/Tmi.2020.2972059  0.369
2020 Roy AG, Siddiqui S, Pölsterl S, Navab N, Wachinger C. 'Squeeze & excite' guided few-shot segmentation of volumetric images. Medical Image Analysis. 59: 101587. PMID 31630012 DOI: 10.1016/J.Media.2019.101587  0.441
2019 Chauvin L, Kumar K, Wachinger C, Vangel M, de Guise J, Desrosiers C, Wells W, Toews M. Neuroimage signature from salient keypoints is highly specific to individuals and shared by close relatives. Neuroimage. 116208. PMID 31546048 DOI: 10.1016/J.Neuroimage.2019.116208  0.433
2019 Roy AG, Conjeti S, Navab N, Wachinger C. Bayesian QuickNAT: Model uncertainty in deep whole-brain segmentation for structure-wise quality control. Neuroimage. PMID 30926511 DOI: 10.1016/J.Neuroimage.2019.03.042  0.37
2019 Roy AG, Navab N, Wachinger C. Recalibrating Fully Convolutional Networks With Spatial and Channel "Squeeze and Excitation" Blocks. Ieee Transactions On Medical Imaging. 38: 540-549. PMID 30716024 DOI: 10.1109/Tmi.2018.2867261  0.306
2019 Roy AG, Conjeti S, Navab N, Wachinger C, Initiative ADN. QuickNAT: A fully convolutional network for quick and accurate segmentation of neuroanatomy. Neuroimage. 186: 713-727. PMID 30502445 DOI: 10.1016/J.Neuroimage.2018.11.042  0.437
2018 Wachinger C, Toews M, Langs G, Wells W, Golland P. Keypoint Transfer for Fast Whole-Body Segmentation. Ieee Transactions On Medical Imaging. PMID 29994670 DOI: 10.1109/Tmi.2018.2851194  0.429
2018 Wachinger C, Nho K, Saykin AJ, Reuter M, Rieckmann A. A Longitudinal Imaging Genetics Study of Neuroanatomical Asymmetry in Alzheimer's Disease. Biological Psychiatry. PMID 29885764 DOI: 10.1016/J.Biopsych.2018.04.017  0.306
2018 Becker BG, Klein T, Wachinger C. Gaussian process uncertainty in age estimation as a measure of brain abnormality. Neuroimage. 175: 246-258. PMID 29627589 DOI: 10.1016/J.Neuroimage.2018.03.075  0.33
2017 Roy AG, Conjeti S, Karri SPK, Sheet D, Katouzian A, Wachinger C, Navab N. ReLayNet: retinal layer and fluid segmentation of macular optical coherence tomography using fully convolutional networks. Biomedical Optics Express. 8: 3627-3642. PMID 28856040 DOI: 10.1364/Boe.8.003627  0.314
2017 Wachinger C, Reuter M, Klein T. DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy. Neuroimage. PMID 28223187 DOI: 10.1016/J.Neuroimage.2017.02.035  0.388
2016 Wachinger C, Brennan M, Sharp G, Golland P. Efficient Descriptor-Based Segmentation of Parotid Glands with Non-Local Means. Ieee Transactions On Bio-Medical Engineering. PMID 28113224 DOI: 10.1109/Tbme.2016.2603119  0.421
2016 Wachinger C, Salat DH, Weiner M, Reuter M. Whole-brain analysis reveals increased neuroanatomical asymmetries in dementia for hippocampus and amygdala. Brain : a Journal of Neurology. 139: 3253-3266. PMID 27913407 DOI: 10.1093/Brain/Aww243  0.387
2016 Wachinger C, Brennan M, Sharp G, Golland P. Efficient Descriptor-Based Segmentation of Parotid Glands with Non-Local Means. Ieee Transactions On Bio-Medical Engineering. PMID 27654039 DOI: 10.1109/TBME.2016.2603119  0.338
2016 Wachinger C, Reuter M. Domain adaptation for Alzheimer's disease diagnostics. Neuroimage. 139: 470-9. PMID 27262241 DOI: 10.1016/J.Neuroimage.2016.05.053  0.329
2015 Toews M, Wachinger C, Estepar RS, Wells WM. A Feature-Based Approach to Big Data Analysis of Medical Images. Information Processing in Medical Imaging : Proceedings of the ... Conference. 24: 339-50. PMID 26221685  0.334
2015 Wachinger C, Fritscher K, Sharp G, Golland P. Contour-Driven Atlas-Based Segmentation. Ieee Transactions On Medical Imaging. 34: 2492-505. PMID 26068202 DOI: 10.1109/Tmi.2015.2442753  0.438
2015 Bron EE, Smits M, van der Flier WM, Vrenken H, Barkhof F, Scheltens P, Papma JM, Steketee RM, Méndez Orellana C, Meijboom R, Pinto M, Meireles JR, Garrett C, Bastos-Leite AJ, Abdulkadir A, ... ... Wachinger C, et al. Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CADDementia challenge. Neuroimage. 111: 562-79. PMID 25652394 DOI: 10.1016/J.Neuroimage.2015.01.048  0.334
2015 Wachinger C, Golland P, Kremen W, Fischl B, Reuter M. BrainPrint: a discriminative characterization of brain morphology. Neuroimage. 109: 232-48. PMID 25613439 DOI: 10.1016/J.Neuroimage.2015.01.032  0.339
2015 Wachinger C, Golland P, Magnain C, Fischl B, Reuter M. Multi-modal robust inverse-consistent linear registration. Human Brain Mapping. 36: 1365-80. PMID 25470798 DOI: 10.1002/Hbm.22707  0.446
2014 Wachinger C, Golland P, Reuter M, Wells W. Gaussian process interpolation for uncertainty estimation in image registration. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 17: 267-74. PMID 25333127  0.336
2014 Magnain C, Augustinack JC, Reuter M, Wachinger C, Frosch MP, Ragan T, Akkin T, Wedeen VJ, Boas DA, Fischl B. Blockface histology with optical coherence tomography: a comparison with Nissl staining. Neuroimage. 84: 524-33. PMID 24041872 DOI: 10.1016/J.Neuroimage.2013.08.072  0.362
2013 Wachinger C, Navab N. Simultaneous registration of multiple images: similarity metrics and efficient optimization. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 1221-33. PMID 23520261 DOI: 10.1109/Tpami.2012.196  0.411
2012 Wachinger C, Golland P. Spectral label fusion. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 15: 410-7. PMID 23286157  0.302
2012 Wachinger C, Klein T, Navab N. The 2D analytic signal for envelope detection and feature extraction on ultrasound images. Medical Image Analysis. 16: 1073-84. PMID 22704027 DOI: 10.1016/J.Media.2012.05.001  0.388
2012 Wachinger C, Yigitsoy M, Rijkhorst EJ, Navab N. Manifold learning for image-based breathing gating in ultrasound and MRI. Medical Image Analysis. 16: 806-18. PMID 22226466 DOI: 10.1016/J.Media.2011.11.008  0.429
2012 Wachinger C, Klein T, Navab N. Locally adaptive Nakagami-based ultrasound similarity measures. Ultrasonics. 52: 547-54. PMID 22197152 DOI: 10.1016/J.Ultras.2011.11.009  0.388
2012 Wachinger C, Navab N. Entropy and Laplacian images: structural representations for multi-modal registration. Medical Image Analysis. 16: 1-17. PMID 21632274 DOI: 10.1016/J.Media.2011.03.001  0.386
2011 Yigitsoy M, Wachinger C, Navab N. Temporal groupwise registration for motion modeling. Information Processing in Medical Imaging : Proceedings of the ... Conference. 22: 648-59. PMID 21761693 DOI: 10.1007/978-3-642-22092-0_53  0.3
2011 Yigitsoy M, Wachinger C, Navab N. Manifold Learning for Image-Based Breathing Gating in MRI Proceedings of Spie. 7962: 796210. DOI: 10.1117/12.878027  0.392
2010 Wachinger C, Yigitsoy M, Navab N. Manifold learning for image-based breathing gating with application to 4D ultrasound. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 13: 26-33. PMID 20879295 DOI: 10.1007/978-3-642-15745-5_4  0.316
2009 Wachinger C, Navab N. Alignment of viewing-angle dependent ultrasound images. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12: 779-86. PMID 20426059 DOI: 10.1007/978-3-642-04268-3_96  0.305
2009 Wachinger C, Baumann S, Zeltner J, Glocker B, Navab N. Sphere extraction in MR images with application to whole-body MRI Proceedings of Spie. 7259. DOI: 10.1117/12.811603  0.427
2008 Wachinger C, Wein W, Navab N. Registration strategies and similarity measures for three-dimensional ultrasound mosaicing. Academic Radiology. 15: 1404-15. PMID 18995191 DOI: 10.1016/J.Acra.2008.07.004  0.413
2008 Wachinger C, Glocker B, Zeltner J, Paragios N, Komodakis N, Hansen MS, Navab N. Deformable mosaicing for whole-body MRI. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11: 113-21. PMID 18982596 DOI: 10.1007/978-3-540-85990-1_14  0.307
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