Institute of Mathematics and Image Computing

Research output

Research Output per year 1993 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2025

• 2016 Citations
• 112 Journal articles
• 88 Conference contribution
• 23 Conference Papers
• 14 Chapter
• 30 More
  • 8 Doctoral Theses
  • 4 Books
  • 3 Scientific review articles
  • 3 Master Theses
  • 2 Conference proceedings
  • 2 Poster
  • 2 Comments/Debates
  • 2 Other
  • 1 Editorial
  • 1 Letters
  • 1 Short survey
  • 1 Preprint

Research Output per year

Research Output per year

Search results

• 2025

  German Conference on Medical Image Computing, 2025

  Schulz, P. F., Oltmann, A., Bostelmann, J., Gildemeister, O., Wegner, F., Lellmann, J., Rostalski, P. & Modersitzki, J., 2025, German Conference on Medical Image Computing, 2025. Palm, C., Breininger, K., Deserno, T., Handels, H., Maier, A., Maier-Hein, K. H. & Tolxdorff, T. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 5-11 7 p. (Informatik aktuell).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review
• 2024

  COVID-19 isolation and quarantine orders in Berlin-Reinickendorf (Germany): How many, how long and to whom?

  Schumacher, J., Geisler, B., Kühne, L., Brüssermann, S. & Wichelmann, S., 11.03.2024, In: PLoS ONE. 19, 3 March, 16 p., e0271848.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • COVID-19 Transmission 100%
  • Contact Examination 100%
  • COVID-19 100%
• 2023

  Classification of Pancreatic Ductal Adenocarcinoma Using MALDI Mass Spectrometry Imaging Combined with Neural Networks

  Kanter, F., Lellmann, J., Thiele, H., Kalloger, S., Schaeffer, D. F., Wellmann, A. & Klein, O., 02.2023, In: Cancers. 15, 3, 686.

  Research output: Journal Articles › Journal articles › Research › peer-review

• EmNeF: Neural Fields for Embedded Variational Problems in Imaging

  Bednarski, D. & Lellmann, J., 10.05.2023, Scale Space and Variational Methods in Computer Vision: 9th International Conference, SSVM 2023, Santa Margherita di Pula, Italy, May 21-25, 2023, Proceedings. Springer, Cham, p. 137 - 148 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14009 LNCS).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review
• 2022

  A Flexible Meta-Learning Model for Image Registration

  Kanter, F. & Lellmann, J., 2022, Medical Imaging with Deep Learning.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Registration Method 100%
  • Gradient Information 100%
  • Initialization Step 100%
  • Making Problem 100%
  • Large Deformation 100%

• An Iterative Quantum Approach for Transformation Estimation from Point Sets

  Kuete Meli, N., Mannel, F. & Lellmann, J., 2022, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). p. 529-537

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Set Point 100%
  • Rigid Transformation 100%
  • Adiabatic Quantum Computation 100%
  • Quantum Computation 50%
  • Outlier Ratio 50%

• A path-following inexact Newton method for PDE-constrained optimal control in BV

  Hafemeyer, D. & Mannel, F., 07.2022, In: Computational Optimization and Applications. 82, 3, p. 753-794 42 p., 3.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Partial Differential Equation 100%
  • Newton's Method 100%
  • Seminorm 50%
  • Auxiliary Problem 50%
  • Optimality System 25%

• Automated Detection of Portal Fields and Central Veins in Whole-Slide Images of Liver Tissue

  Budelmann, D., Laue, H., Weiss, N., Dahmen, U., D'Allessandro, L. A., Biermayer, I., Klingmüller, U., Ghallab, A., Hassan, R., Begher-Tibbe, B., Hengstler, J. G. & Schwen, L. O., 2022, In: Journal of Pathology Informatics. Volume 13, 2022, 100001

  Research output: Journal Articles › Journal articles › Research › peer-review

• Automated segmentation and quantification of the healthy and diseased aorta in CT angiographies using a dedicated deep learning approach

  Sieren, M. M., Widmann, C., Weiss, N., Moltz, J. H., Link, F., Wegner, F., Stahlberg, E., Horn, M., Oecherting, T. H., Goltz, J. P., Barkhausen, J. & Frydrychowicz, A., 01.2022, In: European Radiology. 32, 1, p. 690-701 12 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Computed Tomography Angiography 100%
  • Aneurysm 100%
  • Ascending Aorta 100%
  • Tomography 100%
  • Celiac Artery 50%

• Combination of Whole-Body Baseline CT Radiomics and Clinical Parameters to Predict Response and Survival in a Stage-IV Melanoma Cohort Undergoing Immunotherapy

  Peisen, F., Hänsch, A., Hering, A., Brendlin, A. S., Afat, S., Nikolaou, K., Gatidis, S., Eigentler, T., Amaral, T., Moltz, J. H. & Othman, A. E., 17.06.2022, In: Cancers. 14, 12, 2992.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Immunotherapy 100%
  • Radiomics 100%
  • Melanoma 100%
  • Random Forest 50%
  • Survival Prediction 50%

• Continuous benchmarking in medical image registration-review of the current state of the Learn2Reg challenge

  Hansen, L., Hering, A. D., Großbröhmer, C. & Heinrich, M., 21.04.2022.

  Research output: Contribution to conference › Conference Papers › peer-review

• Deformable Groupwise Image Registration using Low-Rank and Sparse Decomposition

  Haase, R., Heldmann, S. & Lellmann, J., 02.2022, In: Journal of Mathematical Imaging and Vision. 64, 2, p. 194-211 18 p., 2.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Deformable Registration 100%
  • Image Intensity 100%
  • Multilevel Scheme 100%
  • Image Sequence 100%
  • Principal Component Analysis 100%

• Fraunhofer MEVIS Image Registration Solutions for the Learn2Reg 2021 Challenge

  Hering, A., Lange, A., Heldmann, S., Häger, S. & Kuckertz, S., 2022, Lecture Notes in Computer Science. Vol. LNIP, volume 13166.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Inverse Scale Space Iterations for Non-Convex Variational Problems: The Continuous and Discrete Case

  Bednarski, D. & Lellmann, J., 21.03.2022.

  Research output: Working Papers › Preprint

  • Nonlinear 100%
  • Variational Problem 100%
  • Continuous Case 100%
  • Discrete Case 100%
  • Nonconvex Case 100%

• Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning

  Hering, A. D., Hansen, L., Mok, T. C. W., Chung, A. C. S., Siebert, H., Häger, S., Lange, A., Kuckertz, S., Heldmann, S., Shao, W., Vesal, S., Rusu, M., Sonn, G., Estienne, T., Vakalopoulou, M., Han, L., Huang, Y., Yap, P.-T., Brudfors, M. & Balbastre, Y. & 33 others, Joutard, S., Modat, M., Lifshitz, G., Raviv, D., Lv, J., Li, Q., Jaouen, V., Visvikis, D., Fourcade, C., Rubeaux, M., Pan, W., Xu, Z., Jian, B., de Benetti, F., Wodzinski, M., Gunnarsson, N., Sjölund, J., Grzech, D., Qiu, H., Li, Z., Thorley, A., Duan, J., Großbröhmer, C., Hoopes, A., Reinertsen, I., Xiao, Y., Landman, B., Huo, Y., Murphy, K., Lessmann, N., van Ginneken, B., Dalca, A. V. & Heinrich, M., 20.10.2022, In: IEEE Transactions on Medical Imaging.

  Research output: Journal Articles › Journal articles › Research › peer-review

• On the convergence of Broyden’s method and some accelerated schemes for singular problems

  Mannel, F., 14.01.2022, In: IMA Journal of Numerical Analysis.

  Research output: Journal Articles › Journal articles › Research › peer-review

• Parietal epithelial cells maintain the epithelial cell continuum forming Bowman`s space in focal segmental glomerulosclerosis

  Miesen, L., Bándi, P., Willemsen, B., Mooren, F., Strieder, T., Boldrini, E., Drenic, V., Eymael, J., Wetzels, R., Lotz, J., Weiss, N., Steenbergen, E., van Kuppevelt, T. H., van Erp, M., van der Laak, J., Endlich, N., Moeller, M. J., Wetzels, J. F. M., Jansen, J. & Smeets, B., 14.03.2022, In: DMM Disease Models and Mechanisms. 2022, Issue 3

  Research output: Journal Articles › Journal articles › Research › peer-review

• Radiation-Free Thoracic Endovascular Aneurysm Repair with Fiberoptic and Electromagnetic Guidance: A Phantom Study

  Sieren, M. M., Jäckle, S., Eixmann, T., Schulz-Hildebrandt, H., Matysiak, F., Preuss, M., García-Vázquez, V., Stahlberg, E., Kleemann, M., Barkhausen, J., Goltz, J. P. & Horn, M., 04.2022, In: Journal of Vascular and Interventional Radiology. 33, 4, p. 384-391.e7

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Fiber Optics 100%
  • Stent-Graft 100%
  • Endovascular Aneurysm Repair 100%
  • Computed Tomography Angiography 28%
  • Aortic Aneurysm Endovascular Graft 28%
  3 Citations (Scopus)

• Rapid artificial intelligence solutions in a pandemic—The COVID-19-20 Lung CT Lesion Segmentation Challenge

  Roth, H. R., Xu, Z., Tor-Díez, C., Sanchez Jacob, R., Zember, J., Molto, J., Li, W., Xu, S., Turkbey, B., Turkbey, E., Yang, D., Harouni, A., Rieke, N., Hu, S., Isensee, F., Tang, C., Yu, Q., Sölter, J., Zheng, T. & Liauchuk, V. & 16 others, Zhou, Z., Moltz, J. H., Oliveira, B., Xia, Y., Maier-Hein, K. H., Li, Q., Husch, A., Zhang, L., Kovalev, V., Kang, L., Hering, A., Vilaça, J. L., Flores, M., Xu, D., Wood, B. & Linguraru, M. G., 11.2022, In: Medical Image Analysis. 82, 102605.

  Research output: Journal Articles › Short survey › peer-review

  • Computer Assisted Tomography 100%
  • Lung 100%
  • COVID-19 100%
  • Artificial Intelligence 100%
  • Solution and Solubility 100%

• Robust Intensity-based Initialization for 2D-3D Pelvis Registration (RobIn)

  Häger, S., Lange, A., Heldmann, S., Modersitzki, J., Petersik, A., Schröder, M., Gottschling, H., Lieth, T., Zähringer, E. & Moltz, J. H., 05.04.2022.

  Research output: Contribution to conference › Conference Papers › peer-review

• Towards more efficient tumor follow-up assessment using AI assistance

  Hering, A. D., Peisen, F. & Moltz, J. H., 22.04.2022.

  Research output: Contribution to conference › Conference Papers › peer-review
• 2021

  3D Stent Graft Guidance based on Tracking Systems for Endovascular Aneurysm Repair

  Jäckle, S., Eixmann, T., Matysiak, F., Sieren, M. M., Horn, M., Schulz-Hildebrandt, H., Hüttmann, G. & Pätz, T., 01.08.2021, In: Current Directions in Biomedical Engineering. 7, 1, 20211104.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Stent-Graft 100%
  • Two Dimensional 12%
  • Clinical Environment 12%
  • Instrument Calibration 12%
  • Fiber Optics 12%

• Abstract: 3D Guidance Including Shape Sensing of a Stentgraft System

  Jäckle, S., García-Vázquez, V., Eixmann, T., Matysiak, F., Freiherr von Haxthausen, F. A., Sieren, M., Schulz-Hildebrandt, H., Hüttmann, G., Ernst, F., Kleemann, M. & Pätz, T., 27.02.2021, Bildverarbeitung für die Medizin. Palm, C., M. Deserno, T., Handels, H., Maier, A., Maier-Hein, K. & Tolxdorff, T. (eds.). Springer Vieweg, Wiesbaden, p. 34-34 1 p. (Informatik aktuell).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Depth Information 100%
  • Guidance Approach 100%
  • Tracking System 100%
  • Contrast Medium 100%
  • Medical Instrument 100%

• An Inexact Semismooth Newton Method on Riemannian Manifolds with Application to Duality-Based Total Variation Denoising.

  Diepeveen, W. & Lellmann, J., 2021, In: SIAM J. Imaging Sci.. 14, 4, p. 1565-1600

  Research output: Journal Articles › Journal articles › Research › peer-review

• Artificial Intelligence in Pathology: From Prototype to Product

  Homeyer, A., Lotz, J., Schwen, L. O., Weiss, N., Romberg, D., Höfener, H., Zerbe, N. & Hufnagl, P., 01.2021, In: Journal of Pathology Informatics. 12, 1, p. 13

  Research output: Journal Articles › Journal articles › Research › peer-review

• A statistical model to assess risk for supporting covid-19 quarantine decisions

  Jäckle, S., Röger, E., Dicken, V., Geisler, B., Schumacher, J. & Westphal, M., 01.09.2021, In: International Journal of Environmental Research and Public Health. 18, 17, 9166.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Statistical Model 100%
  • Contact Person 66%
  • Chain Reaction 66%
  • Test Result 66%
  • Arbitrary Number 33%

• CNN-based lung CT registration with multiple anatomical constraints

  Hering, A., Häger, S., Moltz, J., Lessmann, N., Heldmann, S. & van Ginneken, B., 01.08.2021, In: Medical Image Analysis. 72, p. 102139 1 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Convolutional Neural Network 100%
  • Registration Method 100%
  • Deformation Field 100%
  • Deep Learning Method 100%
  • Gaussian Distribution 100%
  8 Citations (Scopus)

• Convergence properties of the Broyden-like method for mixed linear–nonlinear systems of equations

  Mannel, F., 10.2021, In: Numerical Algorithms. 88, 2, p. 853-881 29 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Equation System 100%
  • Affine Subspace 40%
  • Linear Independence 40%
  • Nonlinear Mapping 20%
  • Component Function 20%
  1 Citation (Scopus)

• Evaluation of the Aortopathy in the Ascending Aorta: The Novelty of Using Matrix-Assisted Laser Desorption/Ionization Imaging

  Mohamed, S. A., Taube, E. T., Thiele, H., Noack, F., Nebrich, G., Mohamady, K., Hanke, T. & Klein, O., 01.2021, In: Proteomics - Clinical Applications. 15, 1, p. e2000047 2000047.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Matrix-Assisted Laser Desorption-Ionization 100%
  • Bicuspid Aortic Valve 100%
  • Aortopathy 100%
  • Ascending Aorta 100%
  • Aortic Valve 80%
  1 Citation (Scopus)

• Guest Editorial: Scale Space and Variational Methods

  Lellmann, J. & Modersitzki, J., 02.2021, In: Journal of Mathematical Imaging and Vision. 63, 2, p. 131-132 2 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

• Guidance of medical instruments based on tracking systems

  Jäckle, S., 2021

  Research output: Published Theses › Doctoral Theses

• Instrument localisation for endovascular aneurysm repair: Comparison of two methods based on tracking systems or using imaging

  Jäckle, S., Lange, A., García-Vázquez, V., Eixmann, T., Matysiak, F., Sieren, M. M., Horn, M., Schulz-Hildebrandt, H., Hüttmann, G., Ernst, F., Heldmann, S., Pätz, T. & Preusser, T., 12.2021, In: International Journal of Medical Robotics and Computer Assisted Surgery. 17, 6, e2327.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Computer Assisted Tomography 100%
  • Endovascular Aneurysm Repair 100%
  • Two Dimensional 100%
  • Image Processing 100%
  • Fiber Optics 100%

• Inverse Scale Space Iterations for Non-convex Variational Problems Using Functional Lifting.

  Bednarski, D. & Lellmann, J., 2021, Scale Space and Variational Methods in Computer Vision. p. 229-241

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Nonlinear 100%
  • Variational Problem 100%
  • Nonconvex Case 100%
  • Subgradient 100%
  • Discretization 100%

• Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany.

  Heinrich, M. P., Dou, Q., Bruijne, M. D., Lellmann, J., Schlaefer, A. & Ernst, F., 2021, In: Proceedings of Machine Learning Research. 143

  Research output: Journal Articles › Editorial

• On the order of convergence of Broyden’s method: Faster convergence on mixed linear–nonlinear systems of equations and a conjecture on the q-order

  Mannel, F., 12.2021, In: Calcolo. 58, 4, 47.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Equation System 100%
  • Nonlinear Systems Of Equations 50%
  • Nonlinear Mapping 50%
  • Component Function 50%
  • Numerical Experiment 50%
  1 Citation (Scopus)

• Optimized tumour infiltrating lymphocyte assessment for triple negative breast cancer prognostics

  Balkenhol, M. C., Ciompi, F., Świderska-Chadaj, Ż., van de Loo, R., Intezar, M., Otte-Höller, I., Geijs, D., Lotz, J., Weiss, N., de Bel, T., Litjens, G., Bult, P. & van der Laak, J. A., 04.2021, In: Breast. 56, p. 78-87 10 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Triple Negative Breast Cancer 100%
  • Tumor Infiltrating Lymphocyte 100%
  • Tissue Compartment 100%
  • Algorithm Analysis 100%
  • Convolutional Neural Network 100%
  2 Citations (Scopus)

• SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models

  Ramzi, Z., Mannel, F., Bai, S., Starck, J.-L., Ciuciu, P. & Moreau, T., 29.09.2021.

  Research output: Contribution to conference › Conference Papers › peer-review

• SqN: A Novel Distance Measure for Multiple Images and Applications

  Brehmer, K., 25.03.2021

  Research output: Published Theses › Doctoral Theses

• Variable fraunhofer MEVIS RegLib comprehensively applied to Learn2Reg challenge

  Häger, S., Heldmann, S., Hering, A., Kuckertz, S. & Lange, A., 13.03.2021, International Conference on Medical Image Computing and Computer-Assisted Intervention: MICCAI 2020: Segmentation, Classification and Registration of Multi-modality Medical Imaging Data.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • U-Net 100%
  • Deep Learning Method 100%
  • Learning Approach 100%

• Variable fraunhofer MEVIS RegLib comprehensively applied to Learn2Reg challenge

  Häger, S., Heldmann, S., Hering, A., Kuckertz, S. & Lange, A., 13.03.2021, Lecture Notes in Computer Science. Vol. LNIP, volume 12587.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • U-Net 100%
  • Deep Learning Method 100%
  • Learning Approach 100%

• Whole-Body Soft-Tissue Lesion Tracking and Segmentation in Longitudinal CT Imaging Studies

  Hering, A. D., Peisen, F., Amaral, T., Gatidis, S., Eigentler, T., Othman, A. & Moltz, J. H., 2021, In: Proceedings of Machine Learning Research. 2021, Volume 143

  Research output: Journal Articles › Journal articles › Research › peer-review
• 2020

  3D catheter guidance including shape sensing for endovascular navigation

  Jäckle, S., García-Vázquez, V., Freiherr von Haxthausen, F. A., Eixmann, T., Sieren, M. M., Schulz-Hildebrandt, H., Hüttmann, G., Ernst, F., Kleemann, M. & Pätz, T., 16.03.2020, Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). SPIE, Vol. 11315. p. 3 9 p. 1131504. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11315).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Multicore 100%
  • Contrast Medium 100%
  • X Ray 100%
  • Depth Information 33%
  • Tracking System 33%

• Abstract: 3D Catheter Guidance Including Shape Sensing for Endovascular Navigation

  Jäckle, S., García-Vázquez, V., Freiherr von Haxthausen, F. A., Eixmann, T., Sieren, M. M., Schulz-Hildebrandt, H., Hüttmann, G., Ernst, F., Kleemann, M. & Pätz, T., 12.02.2020, Bildverarbeitung für die Medizin 2020. Tolxdorff, T., M. Deserno, T., Handels, H., Maier, A., Maier-Hein, K. H. & Palm, C. (eds.). Wiesbaden: Springer Fachmedien Wiesbaden, p. 261 - 261 1 p. (Informatik aktuell ).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Fluoroscopy 100%
  • Contrast Medium 100%
  • Medical Instrument 100%
  • Digital Subtraction Angiography 50%
  • Glass Fiber 50%

• Abstract: Deep Learning Based CT-CBCT Image Registration for Adaptive Radio Therapy

  Kuckertz, S., Papenberg, N., Honegger, J., Morgas, T., Haas, B. & Heldmann, S., 12.02.2020, Bildverarbeitung für die Medizin 2020 . Tolxdorff, T., M. Deserno, T., Handels, H., Maier, A., H. Maier-Hein, K. & Palm, C. (eds.). Springer Vieweg, Wiesbaden, p. 229-229 1 p. (Informatik aktuell ).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Deep Learning Method 100%

• Abstract: Fiber Optical Shape Sensing of Flexible Instruments

  Jäckle, S., Eixmann, T., Schulz-Hildebrandt, H., Hüttmann, G. & Pätz, T., 12.02.2020, Bildverarbeitung für die Medizin 2020 . Tolxdorff, T., M. Deserno, T., Handels, H., Maier, A., H. Maier-Hein, K. & Palm, C. (eds.). Springer Vieweg, Wiesbaden, p. 314-314 1 p. (Informatik aktuell).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Glass Fiber 100%
  • Fiber Optics 100%
  • Invasive Procedure 50%
  • Digital Subtraction Angiography 50%
  • Fluoroscopy 50%

• Accelerating the Registration of Image Sequences by Spatio-Temporal Multilevel Strategies

  Aggrawal, H. O. & Modersitzki, J., 04.2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI). IEEE, p. 683-686 4 p. 9098520. (Proceedings - International Symposium on Biomedical Imaging).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Discretization 100%
  • Image Sequence 100%
  • Local Minimum 50%
  • Computation Time 50%
  • Spatial Dimension 50%

• A multi-contrast MRI approach to thalamus segmentation

  Corona, V., Lellmann, J., Nestor, P., Schönlieb, C. B. & Acosta-Cabronero, J., 01.06.2020, In: Human Brain Mapping. 41, 8, p. 2104-2120 17 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Manual Segmentation 100%
  • Thalamus 100%
  • Magnetic Resonance Imaging 100%
  • DNA Template 100%
  • Data Type 50%

• ANHIR: Automatic Non-Rigid Histological Image Registration Challenge

  Borovec, J., Kybic, J., Arganda-Carreras, I., Sorokin, D. V., Bueno, G., Khvostikov, A. V., Bakas, S., Chang, E. I. C., Heldmann, S., Kartasalo, K., Latonen, L., Lotz, J., Noga, M., Pati, S., Punithakumar, K., Ruusuvuori, P., Skalski, A., Tahmasebi, N., Valkonen, M. & Venet, L. & 9 others, Wang, Y., Weiss, N., Wodzinski, M., Xiang, Y., Xu, Y., Yan, Y., Yushkevich, P., Zhao, S. & Munoz-Barrutia, A., 01.10.2020, In: IEEE Transactions on Medical Imaging. 39, 10, p. 3042-3052 11 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • nonrigid registration 33%
  5 Citations (Scopus)

• An image registration framework for discontinuous mappings along cracks

  Aggrawal, H. O., Andersen, M. S. & Modersitzki, J., 09.06.2020, WBIR 2020: Biomedical Image Registration . Špiclin, Ž., McClelland, J., Kybic, J. & Goksel, O. (eds.). Springer, Cham, Vol. 12120 LNCS. p. 163-173 11 p. (Lecture Notes in Computer Science; vol. 12120 LNCS).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Joints (Structural Components) 50%
  • Brain Image 50%
  • Presegmentation 50%

• Automatic segmentation of the pulmonary lobes with a 3D u-net and optimized loss function

  Lassen-Schmidt, B., Hering, A. D., Krass, S. & Meine, H., 29.05.2020.

  Research output: Contribution to conference › Conference Papers › peer-review