Christian Wachinger, Ph.D.
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/Google:
"https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=5&cad=rja&uact=8&ved=0ahUKEwiImbeZhc7SAhWD1hQKHZOPDnMQFgg0MAQ&url=https%3A%2F%2Fscholar.google.com%2Fcitations%3Fuser%3DUOIBNdUAAAAJ&usg=AFQjCNESob7p3AwEwGhDzqSFO4MpKa5cew&sig2=zdcLJUiZnKumtdLT"Mean distance: (not calculated yet)
Children
Sign in to add trainee| Rose M. Richards | grad student | 2015-2017 | Klinikum der Universität München |
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Publications
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| Richards R, Greimel E, Kliemann D, et al. (2020) Increased hippocampal shape asymmetry and volumetric ventricular asymmetry in autism spectrum disorder. Neuroimage. Clinical. 26: 102207 |
| Rickmann AM, Roy AG, Sarasua I, et al. (2020) Recalibrating 3D ConvNets with Project & Excite. Ieee Transactions On Medical Imaging |
| Roy AG, Siddiqui S, Pölsterl S, et al. (2020) 'Squeeze & excite' guided few-shot segmentation of volumetric images. Medical Image Analysis. 59: 101587 |
| Chauvin L, Kumar K, Wachinger C, et al. (2019) Neuroimage signature from salient keypoints is highly specific to individuals and shared by close relatives. Neuroimage. 116208 |
| Roy AG, Conjeti S, Navab N, et al. (2019) Bayesian QuickNAT: Model uncertainty in deep whole-brain segmentation for structure-wise quality control. Neuroimage |
| Roy AG, Navab N, Wachinger C. (2019) Recalibrating Fully Convolutional Networks With Spatial and Channel "Squeeze and Excitation" Blocks. Ieee Transactions On Medical Imaging. 38: 540-549 |
| Roy AG, Conjeti S, Navab N, et al. (2019) QuickNAT: A fully convolutional network for quick and accurate segmentation of neuroanatomy. Neuroimage. 186: 713-727 |
| Wachinger C, Toews M, Langs G, et al. (2018) Keypoint Transfer for Fast Whole-Body Segmentation. Ieee Transactions On Medical Imaging |
| Wachinger C, Nho K, Saykin AJ, et al. (2018) A Longitudinal Imaging Genetics Study of Neuroanatomical Asymmetry in Alzheimer's Disease. Biological Psychiatry |
| Becker BG, Klein T, Wachinger C. (2018) Gaussian process uncertainty in age estimation as a measure of brain abnormality. Neuroimage. 175: 246-258 |