Christian Wachinger

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Christian Wachinger

Prof. , Dr. rer. nat.

 https://orcid.org/0000-0002-3652-1874
20062024

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  • 2024

    H-ViT: A Hierarchical Vision Transformer for Deformable Image Registration

    Ghahremani, M., Khateri, M., Jian, B., Wiestler, B., Adeli, E. & Wachinger, C., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society, p. 11513-11523 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Mamba? Catch The Hype Or Rethink What Really Helps for Image Registration

    Jian, B., Pan, J., Ghahremani, M., Rueckert, D., Wachinger, C. & Wiestler, B., 2024, Biomedical Image Registration - 11th International Workshop, WBIR 2024, Held in Conjunction with MICCAI 2024, Proceedings. Modat, M., Špiclin, Ž., Hering, A., Simpson, I., Bastiaansen, W. & Mok, T. C. W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 86-97 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15249 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • PASTA: Pathology-Aware MRI to PET CroSs-modal TrAnslation with Diffusion Models

    Li, Y., Yakushev, I., Hedderich, D. M. & Wachinger, C., 2024, Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 - 27th International Conference, Proceedings. Linguraru, M. G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K. & Schnabel, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 529-540 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15007 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2023

    Don’t PANIC: Prototypical Additive Neural Network for Interpretable Classification of Alzheimer’s Disease

    Wolf, T. N., Pölsterl, S. & Wachinger, C., 2023, Information Processing in Medical Imaging - 28th International Conference, IPMI 2023, Proceedings. Frangi, A., de Bruijne, M., Wassermann, D. & Navab, N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 82-94 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13939 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    4 Scopus citations

  • HALOS: Hallucination-Free Organ Segmentation After Organ Resection Surgery

    Rickmann, A. M., Xu, M., Wolf, T. N., Kovalenko, O. & Wachinger, C., 2023, Information Processing in Medical Imaging - 28th International Conference, IPMI 2023, Proceedings. Frangi, A., de Bruijne, M., Wassermann, D. & Navab, N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 667-678 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13939 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Scopus citations

  • Vertex Correspondence in Cortical Surface Reconstruction

    Rickmann, A. M., Bongratz, F. & Wachinger, C., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 318-327 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14227 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2022

    CASHformer: Cognition Aware SHape Transformer for Longitudinal Analysis

    Sarasua, I., Pölsterl, S. & Wachinger, C., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 44-54 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13431 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • Is a PET All You Need? A Multi-modal Study for Alzheimer’s Disease Using 3D CNNs

    Narazani, M., Sarasua, I., Pölsterl, S., Lizarraga, A., Yakushev, I. & Wachinger, C., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 66-76 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13431 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    13 Scopus citations

  • Joint Reconstruction and Parcellation of Cortical Surfaces

    Rickmann, A. M., Bongratz, F., Pölsterl, S., Sarasua, I. & Wachinger, C., 2022, Machine Learning in Clinical Neuroimaging - 5th International Workshop, MLCN 2022, Held in Conjunction with MICCAI 2022, Proceedings. Abdulkadir, A., Bathula, D. R., Dvornek, N. C., Habes, M., Kia, S. M., Kumar, V. & Wolfers, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-12 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13596 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces from 3D MRI Scans with Geometric Deep Neural Networks

    Bongratz, F., Rickmann, A. M., Polsterl, S. & Wachinger, C., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 20741-20751 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    18 Scopus citations
  • 2021

    Adversarial Learned Molecular Graph Inference and Generation

    Pölsterl, S. & Wachinger, C., 2021, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Proceedings. Hutter, F., Kersting, K., Lijffijt, J. & Valera, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 173-189 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12458 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Alzheimer’s Disease Diagnosis via Deep Factorization Machine Models

    Ronge, R., Nho, K., Wachinger, C. & Pölsterl, S., 2021, Machine Learning in Medical Imaging - 12th International Workshop, MLMI 2021, Held in Conjunction with MICCAI 2021, Proceedings. Lian, C., Cao, X., Rekik, I., Xu, X. & Yan, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 624-633 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12966 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    4 Scopus citations

  • Combining 3D Image and Tabular Data via the Dynamic Affine Feature Map Transform

    Pölsterl, S., Wolf, T. N. & Wachinger, C., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 688-698 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12905 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    30 Scopus citations

  • Estimation of Causal Effects in the Presence of Unobserved Confounding in the Alzheimer’s Continuum

    Pölsterl, S. & Wachinger, C., 2021, Information Processing in Medical Imaging - 27th International Conference, IPMI 2021, Proceedings. Feragen, A., Sommer, S., Schnabel, J. & Nielsen, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 45-57 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12729 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    5 Scopus citations

  • Geometric deep learning on anatomical meshes for the prediction of alzheimer's disease

    Sarasua, I., Lee, J. & Wachinger, C., 13 Apr 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society, p. 1356-1359 4 p. 9433948. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    11 Scopus citations

  • Scalable, Axiomatic Explanations of Deep Alzheimer’s Diagnosis from Heterogeneous Data

    Pölsterl, S., Aigner, C. & Wachinger, C., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 434-444 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12903 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    6 Scopus citations

  • STRUDEL: Self-training with Uncertainty Dependent Label Refinement Across Domains

    Gröger, F., Rickmann, A. M. & Wachinger, C., 2021, Machine Learning in Medical Imaging - 12th International Workshop, MLMI 2021, Held in Conjunction with MICCAI 2021, Proceedings. Lian, C., Cao, X., Rekik, I., Xu, X. & Yan, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 306-316 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12966 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations

  • TransforMesh: A Transformer Network for Longitudinal Modeling of Anatomical Meshes

    for the Alzheimer’s Disease Neuroimaging, 2021, Machine Learning in Medical Imaging - 12th International Workshop, MLMI 2021, Held in Conjunction with MICCAI 2021, Proceedings. Lian, C., Cao, X., Rekik, I., Xu, X. & Yan, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 209-218 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12966 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    9 Scopus citations
  • 2020

    A wide and deep neural network for survival analysis from anatomical shape and tabular clinical data

    Pölsterl, S., Sarasua, I., Gutiérrez-Becker, B. & Wachinger, C., 2020, Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Proceedings. Cellier, P. & Driessens, K. (eds.). Springer, p. 453-464 12 p. (Communications in Computer and Information Science; vol. 1167 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    20 Scopus citations

  • Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers

    Senapati, J., Roy, A. G., Pölsterl, S., Gutmann, D., Gatidis, S., Schlett, C., Peters, A., Bamberg, F. & Wachinger, C., 2020, Machine Learning in Medical Imaging - 11th International Workshop, MLMI 2020, Held in Conjunction with MICCAI 2020, Proceedings. Liu, M., Lian, C., Yan, P. & Cao, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 270-280 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12436 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    5 Scopus citations

  • Importance Driven Continual Learning for Segmentation Across Domains

    Özgün, S., Rickmann, A. M., Roy, A. G. & Wachinger, C., 2020, Machine Learning in Medical Imaging - 11th International Workshop, MLMI 2020, Held in Conjunction with MICCAI 2020, Proceedings. Liu, M., Lian, C., Yan, P. & Cao, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 423-433 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12436 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    10 Scopus citations

  • Recalibration of Neural Networks for Point Cloud Analysis

    Sarasua, I., Polsterl, S. & Wachinger, C., Nov 2020, Proceedings - 2020 International Conference on 3D Vision, 3DV 2020. Institute of Electrical and Electronics Engineers Inc., p. 443-451 9 p. 9320371. (Proceedings - 2020 International Conference on 3D Vision, 3DV 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Scopus citations
  • 2019

    An AutoML Approach for the Prediction of Fluid Intelligence from MRI-Derived Features

    Pölsterl, S., Gutiérrez-Becker, B., Sarasua, I., Guha Roy, A. & Wachinger, C., 2019, Adolescent Brain Cognitive Development Neurocognitive Prediction - 1st Challenge, ABCD-NP 2019, held in Conjunction with MICCAI 2019, Proceedings. Pohl, K. M., Adeli, E., Thompson, W. K. & Linguraru, M. G. (eds.). Springer, p. 99-107 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11791 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Learning a Conditional Generative Model for Anatomical Shape Analysis

    Gutiérrez-Becker, B. & Wachinger, C., 2019, Information Processing in Medical Imaging - 26th International Conference, IPMI 2019, Proceedings. Chung, A. C. S., Bao, S., Gee, J. C. & Yushkevich, P. A. (eds.). Springer Verlag, p. 505-516 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11492 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • Manifold Exploring Data Augmentation with Geometric Transformations for Increased Performance and Robustness

    Paschali, M., Simson, W., Roy, A. G., Göbl, R., Wachinger, C. & Navab, N., 2019, Information Processing in Medical Imaging - 26th International Conference, IPMI 2019, Proceedings. Chung, A. C. S., Bao, S., Gee, J. C. & Yushkevich, P. A. (eds.). Springer Verlag, p. 517-529 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11492 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Scopus citations

  • Prediction of Fluid Intelligence from T1-Weighted Magnetic Resonance Images

    Pölsterl, S., Gutiérrez-Becker, B., Sarasua, I., Guha Roy, A. & Wachinger, C., 2019, Adolescent Brain Cognitive Development Neurocognitive Prediction - 1st Challenge, ABCD-NP 2019, held in Conjunction with MICCAI 2019, Proceedings. Pohl, K. M., Adeli, E., Thompson, W. K. & Linguraru, M. G. (eds.). Springer, p. 35-46 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11791 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Quantifying confounding bias in neuroimaging datasets with causal inference

    Wachinger, C., Becker, B. G., Rieckmann, A. & Pölsterl, S., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P.-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 484-492 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11767 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Scopus citations

  • ‘Project & Excite’ Modules for Segmentation of Volumetric Medical Scans

    Rickmann, A. M., Roy, A. G., Sarasua, I., Navab, N. & Wachinger, C., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P.-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 39-47 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11765 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    27 Scopus citations
  • 2018

    Concurrent spatial and channel ‘squeeze & excitation’ in fully convolutional networks

    Roy, A. G., Navab, N. & Wachinger, C., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Schnabel, J. A., Davatzikos, C., Alberola-López, C., Fichtinger, G. & Frangi, A. F. (eds.). Springer Verlag, p. 421-429 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11070 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    786 Scopus citations

  • Deep multi-structural shape analysis: Application to neuroanatomy

    Gutiérrez-Becker, B. & Wachinger, C., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Frangi, A. F., Davatzikos, C., Fichtinger, G., Alberola-López, C. & Schnabel, J. A. (eds.). Springer Verlag, p. 523-531 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11072 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    14 Scopus citations

  • Deep Shape Analysis on Abdominal Organs for Diabetes Prediction

    Gutiérrez-Becker, B., Gatidis, S., Gutmann, D., Peters, A., Schlett, C., Bamberg, F. & Wachinger, C., 2018, Shape in Medical Imaging - International Workshop, ShapeMI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Lombaert, H., Paniagua, B., Egger, B., Lüthi, M., Reuter, M. & Wachinger, C. (eds.). Springer Verlag, p. 223-231 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11167 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations

  • Fast MRI whole brain segmentation with fully convolutional neural networks

    Roy, A. G., Conjeti, S., Navab, N. & Wachinger, C., 2018, Informatik aktuell. Maier, A., Deserno, T. M., Handels, H., Maier-Hein, K. H., Palm, C. & Tolxdorff, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 42 1 p. (Informatik aktuell; vol. 0).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Scopus citations

  • InfiNet: Fully convolutional networks for infant brain MRI segmentation

    Kumar, S., Conjeti, S., Roy, A. G., Wachinger, C. & Navab, N., 23 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 145-148 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    18 Scopus citations

  • Inherent brain segmentation quality control from fully convnet monte carlo sampling

    Roy, A. G., Conjeti, S., Navab, N. & Wachinger, C., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Schnabel, J. A., Davatzikos, C., Alberola-López, C., Fichtinger, G. & Frangi, A. F. (eds.). Springer Verlag, p. 664-672 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11070 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    53 Scopus citations
  • 2017

    A multi-armed bandit to smartly select a training set from big medical data

    Gutiérrez, B., Peter, L., Klein, T. & Wachinger, C., 2017, Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Maier-Hein, L., Franz, A., Jannin, P., Duchesne, S., Descoteaux, M. & Collins, D. L. (eds.). Springer Verlag, p. 38-45 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10435 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    8 Scopus citations

  • Error corrective boosting for learning fully convolutional networks with limited data

    Roy, A. G., Conjeti, S., Sheet, D., Katouzian, A., Navab, N. & Wachinger, C., 2017, Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Maier-Hein, L., Franz, A., Jannin, P., Duchesne, S., Descoteaux, M. & Collins, D. L. (eds.). Springer Verlag, p. 231-239 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10435 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    69 Scopus citations

  • Latent processes governing neuroanatomical change in aging and dementia

    Wachinger, C., Rieckmann, A. & Reuter, M., 2017, Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Maier-Hein, L., Franz, A., Jannin, P., Duchesne, S., Descoteaux, M. & Collins, D. L. (eds.). Springer Verlag, p. 30-37 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10435 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2016

    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

    Reuter, M., Lombaert, H. & Wachinger, C., 2016, Spectral and Shape Analysis in Medical Imaging - First International Workshop, SeSAMI 2016 Held in Conjunction with MICCAI 2016, Revised Selected Papers. Reuter, M., Wachinger, C. & Lombaert, H. (eds.). Springer Verlag, (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10126 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2014

    Atlas-based under-segmentation

    Wachinger, C. & Golland, P., 2014, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2014 - 17th International Conference, Proceedings. PART 1 ed. Springer Verlag, p. 315-322 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8673 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    13 Scopus citations

  • BrainPrint: Identifying subjects by their brain

    Wachinger, C., Golland, P. & Reuter, M., 2014, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2014 - 17th International Conference, Proceedings. PART 3 ed. Springer Verlag, p. 41-48 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8675 LNCS, no. PART 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    23 Scopus citations

  • Gaussian process interpolation for uncertainty estimation in image registration

    Wachinger, C., Golland, P., Reuter, M. & Wells, W., 2014, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2014 - 17th International Conference, Proceedings. PART 1 ed. Springer Verlag, p. 267-274 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8673 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    8 Scopus citations
  • 2013

    Contour-driven regression for label inference in atlas-based segmentation

    Wachinger, C., Sharp, G. C. & Golland, P., 2013, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2013 - 16th International Conference, Proceedings. PART 3 ed. p. 211-218 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8151 LNCS, no. PART 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    14 Scopus citations

  • Sparse projections of medical images onto manifolds

    Chen, G. H., Wachinger, C. & Golland, P., 2013, Information Processing in Medical Imaging - 23rd International Conference, IPMI 2013, Proceedings. p. 292-303 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7917 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    5 Scopus citations
  • 2012

    A contextual maximum likelihood framework for modeling image registration

    Wachinger, C. & Navab, N., 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 1995-2002 8 p. 6247902. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • MRI confirmed prostate tissue classification with laplacian eigenmaps of ultrasound RF spectra

    Moradi, M., Wachinger, C., Fedorov, A., Wells, W. M., Kapur, T., Wolfsberger, L. D., Nguyen, P. & Tempany, C. M., 2012, Machine Learning in Medical Imaging - Third International Workshop, MLMI 2012, Held in Conjunction with MICCAI 2012, Revised Selected Papers. p. 19-26 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7588 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Spectral label fusion

    Wachinger, C. & Golland, P., 2012, Medical Image Computing and Computer-Assisted Intervention, MICCAI2012 - 15th International Conference, Proceedings. Ayache, N., Delingette, H., Golland, P. & Mori, K. (eds.). Springer Verlag, p. 410-417 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7512 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    11 Scopus citations
  • 2011

    3D stent recovery from one x-ray projection

    Demirci, S., Bigdelou, A., Wang, L., Wachinger, C., Baust, M., Tibrewal, R., Ghotbi, R., Eckstein, H. H. & Navab, N., 2011, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2011 - 14th International Conference, Proceedings. PART 1 ed. Springer Verlag, p. 178-185 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6891 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    22 Scopus citations

  • Manifold learning for image-based breathing gating in MRI

    Yigitsoy, M., Wachinger, C. & Navab, N., 2011, Medical Imaging 2011: Image Processing. 796210. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7962).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Temporal groupwise registration for motion modeling

    Yigitsoy, M., Wachinger, C. & Navab, N., 2011, Information Processing in Medical Imaging - 22nd International Conference, IPMI 2011, Proceedings. p. 648-659 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6801 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    21 Scopus citations

  • The 2D analytic signal on RF and B-mode ultrasound images

    Wachinger, C., Klein, T. & Navab, N., 2011, Information Processing in Medical Imaging - 22nd International Conference, IPMI 2011, Proceedings. p. 359-370 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6801 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations