2021 IEEE/CVF International Conference on Computer Vision (ICCV)
Fusion moves for graph matching.
Hutschenreiter, L., Haller, S., Feineis, L., Rother, C., Kainmüller, D. 
ORCID: https://orcid.org/0000-0002-9830-2415 and Savchynskyy, B.
In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV), 10-17 Oct 2021, Montreal, QC, Canada.
28 February 2022
How shift equivariance impacts metric learning for instance segmentation.
Rumberger, J.L. ORCID: https://orcid.org/0000-0002-7225-7011, Yu, X., Hirsch, P. ORCID: https://orcid.org/0000-0002-2353-5310, Dohmen, M. ORCID: https://orcid.org/0000-0002-4447-0579, Guarino, V.E. ORCID: https://orcid.org/0000-0003-1625-4323, Mokarian, A., Mais, L. ORCID: https://orcid.org/0000-0002-9281-2668, Funke, J. and Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415
In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV), 10-17 Oct 2021, Montreal, QC, Canada.
28 February 2022
2022 IEEE International Symposium on Biomedical Imaging Challenges (ISBIC)
Panoptic segmentation with highly imbalanced semantic labels.
Rumberger, J.L. ORCID: https://orcid.org/0000-0002-7225-7011, Baumann, E., Hirsch, P. ORCID: https://orcid.org/0000-0002-2353-5310, Janowczyk, A., Zlobec, I. and Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415
In: 2022 IEEE International Symposium on Biomedical Imaging Challenges (ISBIC), 28-31 March 2022, Kolkata, India.
17 August 2022
2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)
ACTIS: improving data efficiency by leveraging semi-supervised augmentation consistency training for instance segmentation.
Rumberger, J.L. ORCID: https://orcid.org/0000-0002-7225-7011, Franzen, J. ORCID: https://orcid.org/0000-0002-0761-641X, Hirsch, P. ORCID: https://orcid.org/0000-0002-2353-5310, Albrecht, J.P. ORCID: https://orcid.org/0000-0002-3792-9695 and Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415
In: 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 02-06 Oct 2023, Paris, France.
25 December 2023
Towards hierarchical regional transformer-based multiple instance learning.
Cersovsky, J., Mohammadi, S., Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415 and Hoehne, J.
In: 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 02-06 Oct 2023, Paris, France.
25 December 2023
2024 IEEE International Symposium on Biomedical Imaging (ISBI)
Simultaneous lung cell and nucleus segmentation from labelled versus unlabelled human lung DIC images.
Dohmen, M. ORCID: https://orcid.org/0000-0002-4447-0579, Mittermaier, M., Rumberger, J.L. ORCID: https://orcid.org/0000-0002-7225-7011, Yang, L.L., Gruber, A.D., Toennies, M., Hippenstiel, S., Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415 and Hocke, A.C.
In: 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 27-30 May 2024, Athens, Greece.
22 August 2024
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
FISBe: a real-world benchmark dataset for instance segmentation of long-range thin filamentous structures.
Mais, L. ORCID: https://orcid.org/0000-0002-9281-2668, Hirsch, P. ORCID: https://orcid.org/0000-0002-2353-5310, Managan, Claire, Kandarpa, Ramya, Rumberger, J.L. ORCID: https://orcid.org/0000-0002-7225-7011, Reinke, Annika, Maier-Hein, Lena, Ihrke, Gudrun and Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415
In: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 16-22 June 2024, Seattle, WA, USA.
16 September 2024
2025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)
SelfAdapt: unsupervised domain adaptation of cell segmentation models.
Reith, Fabian H. ORCID: https://orcid.org/0000-0002-0745-2726, Franzen, Jannik ORCID: https://orcid.org/0000-0002-0761-641X, Rumberger, J. Lorenz ORCID: https://orcid.org/0000-0002-7225-7011 and Kainmueller, Dagmar ORCID: https://orcid.org/0000-0002-9830-2415
In: 2025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 19-20 Oct 2025, Honolulu, HI, USA.
23 February 2026
Advances in Neural Information Processing Systems
Arctique: an artificial histopathological dataset unifying realism and controllability for uncertainty quantification.
Franzen, J. ORCID: https://orcid.org/0000-0002-0761-641X, Winklmayr, C. ORCID: https://orcid.org/0000-0002-8784-2301, Guarino, V.E. ORCID: https://orcid.org/0000-0003-1625-4323, Karg, C., Yu, X., Koreuber, N. ORCID: https://orcid.org/0009-0003-9328-4590, Albrecht, J.P. ORCID: https://orcid.org/0000-0002-3792-9695, Bischoff, P. and Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415
In: 38th Conference on Neural Information Processing Systems, NeurIPS 2024, 09-15 Dec 2024, Vancouver, BC, Canada.
February 2025
Annals of Oncology
PET/CT-guided management of immune checkpoint blockade and multi-modal profiling following treatment in long-term responders with metastatic lung cancer in the National Network Genomic Medicine Lung Cancer Germany (nNGM).
Frost, N. ORCID: https://orcid.org/0000-0001-7452-7129, Joosten, M., Franzen, J. ORCID: https://orcid.org/0000-0002-0761-641X, Wiesweg, M. ORCID: https://orcid.org/0000-0002-9698-9559, Rasokat, A., Kulhavy, J., Kollmeier, J., Reinmuth, N., Grohé, C., Roeper, J., Rittmeyer, A. ORCID: https://orcid.org/0000-0002-5280-6052, Heinzen, S., Wermke, M. ORCID: https://orcid.org/0000-0002-4844-4087, Wesseler, C. ORCID: https://orcid.org/0000-0002-9261-7504, Christopoulos, P. ORCID: https://orcid.org/0000-0002-7966-8980, Kauffmann-Guerrero, D., Althoff, A., Bleckmann, A., Collienne, M. ORCID: https://orcid.org/0000-0003-0932-2471, Berezucki, E., Overbeck, T. ORCID: https://orcid.org/0000-0002-2579-0171, Kropf-Sanchen, C., Griesinger, F., Sebastian, M. ORCID: https://orcid.org/0000-0002-0404-7741, Schuler, M. ORCID: https://orcid.org/0000-0002-2166-3394, Braun, S., Wenzel, C., Furth, C. ORCID: https://orcid.org/0000-0001-7302-7886, Wolf, J., Bischoff, P. ORCID: https://orcid.org/0000-0002-4442-7116 and Reck, M. ORCID: https://orcid.org/0000-0002-5348-4462
Annals of Oncology 37
(5): 686-700.
May 2026
CEUR Workshop Proceedings
TLIMB - a transfer learning framework for image analysis of the brain.
Schulz, M.A., Albrecht, J.P. ORCID: https://orcid.org/0000-0002-3792-9695, Yilmaz, A., Koch, A., Kainmüller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Leser, U. and Ritter, K.
In: Workshops of the EDBT/ICDT 2024 Joint Conference, EDBT/ICDT-WS 2024, 25-28 March 2024, Paestum, Italy.
25 March 2024
Communications Physics
Artificial-intelligence-driven scanning probe microscopy.
Krull, A., Hirsch, P. ORCID: https://orcid.org/0000-0002-2353-5310, Rother, C., Schiffrin, A. ORCID: https://orcid.org/0000-0003-1140-8485 and Krull, C.
Communications Physics 3
(1): 54.
19 March 2020
Communications in Computer and Information Science
Model guidance via explanations turns image classifiers into segmentation models.
Yu, X. ORCID: https://orcid.org/0000-0001-8196-663X, Franzen, J. ORCID: https://orcid.org/0000-0002-0761-641X, Samek, W. ORCID: https://orcid.org/0000-0002-6283-3265, Höhne, M.M.C. ORCID: https://orcid.org/0000-0003-3090-6279 and Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415
In: Second World Conference, xAI 2024, July 17–19, 2024, Valletta, Malta.
10 July 2024
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference
An articulated statistical shape model for accurate hip joint segmentation.
Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Lamecker, H., Zachow, S. and Hege, H.C.
In: 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 3-6 Sep 2009, Minneapolis, MN, USA.
13 September 2009
Datenbank-Spektrum
The Collaborative Research Center FONDA.
Leser, U., Hilbrich, M., Draxl, C., Eisert, P., Grunske, L., Hostert, P., Kainmüller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Kao, O., Kehr, B., Kehrer, T., Koch, C., Markl, V., Meyerhenke, H., Rabl, T., Reinefeld, A., Reinert, K., Ritter, K., Scheuermann, B., Schintke, F., Schweikardt, N. and Weidlich, M.
Datenbank-Spektrum 21
: 255-260.
November 2021
Development
Cell dynamics underlying oriented growth of the Drosophila wing imaginal disc.
Dye, N.A. ORCID: https://orcid.org/0000-0002-4859-6670, Popović, M. ORCID: https://orcid.org/0000-0003-2360-3982, Spannl, S., Etournay, R. ORCID: https://orcid.org/0000-0002-2441-9274, Kainmüller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Ghosh, S., Myers, E.W. ORCID: https://orcid.org/0000-0002-6580-7839, Jülicher, F. ORCID: https://orcid.org/0000-0003-4731-9185 and Eaton, S.
Development 144
(23): 4406-4421.
1 December 2017
Automated detection and quantification of single RNAs at cellular resolution in zebrafish embryos.
Stapel, L.C. ORCID: https://orcid.org/0000-0003-0808-5005, Lombardot, B., Broaddus, C., Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Jug, F., Myers, E.W. and Vastenhouw, N.L.
Development 143
(3): 540-546.
1 February 2016
European Respiratory Journal
Human lungs show limited permissiveness for SARS-CoV-2 due to scarce ACE2 levels but virus-induced expansion of inflammatory macrophages.
Hönzke, K., Obermayer, B. ORCID: https://orcid.org/0000-0002-9116-630X, Mache, C., Fathykova, D., Kessler, M., Dökel, S., Wyler, E. ORCID: https://orcid.org/0000-0002-9884-1806, Baumgardt, M., Löwa, A. ORCID: https://orcid.org/0000-0002-5551-731X, Hoffmann, K., Graff, P., Schulze, J., Mieth, M., Hellwig, K., Demir, Z., Biere, B., Brunotte, L., Mecate-Zambrano, A., Bushe, J., Dohmen, M. ORCID: https://orcid.org/0000-0002-4447-0579, Hinze, C. ORCID: https://orcid.org/0000-0003-2526-1621, Elezkurtaj, S., Tönnies, M., Bauer, T.T., Eggeling, S., Tran, H.L., Schneider, P., Neudecker, J., Rückert, J.C., Schmidt-Ott, K.M. ORCID: https://orcid.org/0000-0002-7700-7142, Busch, J., Klauschen, F., Horst, D., Radbruch, H. ORCID: https://orcid.org/0000-0001-6941-3397, Radke, J., Heppner, F., Corman, V.M., Niemeyer, D. ORCID: https://orcid.org/0000-0002-1897-6365, Müller, M.A., Goffinet, C., Mothes, R., Pascual-Reguant, A., Hauser, A.E., Beule, D. ORCID: https://orcid.org/0000-0002-3284-0632, Landthaler, M. ORCID: https://orcid.org/0000-0002-1075-8734, Ludwig, S., Suttorp, N., Witzenrath, M., Gruber, A.D., Drosten, C., Sander, L.E., Wolff, T., Hippenstiel, S. and Hocke, A.C.
European Respiratory Journal 60
(6): 2102725.
1 December 2022
Plasma mediators in patients with severe COVID-19 cause lung endothelial barrier failure.
Michalick, L., Weidenfeld, S., Grimmer, B., Fatykhova, D., Solymosi, P.D., Behrens, F. ORCID: https://orcid.org/0000-0002-6841-4192, Dohmen, M. ORCID: https://orcid.org/0000-0002-4447-0579, Brack, M.C., Schulz, S., Thomasch, E., Simmons, S., Müller-Redetzky, H., Suttorp, N., Kurth, F. ORCID: https://orcid.org/0000-0002-3807-473X, Neudecker, J., Toennies, M., Bauer, T.T., Eggeling, S., Corman, V.M., Hocke, A.C., Witzenrath, M., Hippenstiel, S. and Kuebler, W.M.
European Respiratory Journal 57
(3): 2002384.
11 March 2021
Future Generation Computer Systems
Validity constraints for data analysis workflows.
Schintke, F., Belhajjame, K., De Mecquenem, N., Frantz, D., Guarino, V.E. ORCID: https://orcid.org/0000-0003-1625-4323, Hilbrich, M., Lehmann, F., Missier, P., Sattler, R., Sparka, J.A., Speckhard, D.T., Stolte, H., Vu, A.D. and Leser, U.
Future Generation Computer Systems 157
: 82-97.
August 2024
Hugging Face
PathoCell: a benchmark for foundational models in computational pathology.
Reith, F.H. ORCID: https://orcid.org/0000-0002-0745-2726
[Dataset]
September 2025
Pan-Multiplex (Pan-M) dataset.
Rumberger, J.L. ORCID: https://orcid.org/0000-0002-7225-7011
[Dataset]
May 2025
(Submitted)
Human Brain Mapping
Do transformers and CNNs learn different concepts of brain age?
Siegel, N.T. ORCID: https://orcid.org/0009-0008-2385-1656, Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Deniz, F., Ritter, K. and Schulz, M.A.
Human Brain Mapping 46
(8): e70243.
1 June 2025
IEEE Transactions on Medical Imaging
Comparison and evaluation of methods for liver segmentation from CT datasets.
Heimann, T., van Ginneken, B., Styner, M.A., Arzhaeva, Y., Aurich, V., Bauer, C., Beck, A., Becker, C., Beichel, R., Bekes, G., Bello, F., Binnig, G., Bischof, H., Bornik, A., Cashman, P.M.M., Chi, Y., Cordova, A., Dawant, B.M., Fidrich, M., Furst, J.D., Furukawa, D., Grenacher, L., Hornegger, J., Kainmüller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Kitney, R.I., Kobatake, H., Lamecker, H., Lange, T., Lee, J., Lennon, B., Li, R., Li, S., Meinzer, H.P., Nemeth, G., Raicu, D.S., Rau, A.M., van Rikxoort, E.M., Rousson, M., Rusko, L., Saddi, K.A., Schmidt, G., Seghers, D., Shimizu, A., Slagmolen, P., Sorantin, E., Soza, G., Susomboon, R., Waite, J.M., Wimmer, A. and Wolf, I.
IEEE Transactions on Medical Imaging 28
(8): 1251-1265.
August 2009
IEEE Workshop on Applications of Computer Vision (WACV)
Cycle-consistent multi-graph matching for self-supervised annotation of C.Elegans.
Stricker, Sebastian, Karg, Christoph, Hutschenreiter, Lisa, Savchynskyy, Bogdan and Kainmueller, Dagmar ORCID: https://orcid.org/0000-0002-9830-2415
In: 2026 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 06-10 Mar 2026, Tucson, AZ, USA.
6 March 2026
Informatik aktuell
An articulated statistical shape model of the human knee.
Bindernagel, M., Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Seim, H., Lamecker, H., Zachow, S. and Hege, H.C.
Informatik aktuell
: 59-63.
2011
International Journal of Computer Assisted Radiology and Surgery
3D reconstruction of the human rib cage from 2D projection images using a statistical shape model.
Dworzak, J., Lamecker, H., von Berg, J., Klinder, T., Lorenz, C., Kainmüller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Seim, H., Hege, H.C. and Zachow, S.
International Journal of Computer Assisted Radiology and Surgery 5
(2): 111-124.
March 2010
Journal of Health Monitoring
Heat in Germany: Health risks and preventive measures.
Winklmayr, C. ORCID: https://orcid.org/0000-0002-8784-2301, Matthies-Wiesler, F., Muthers, S., Buchien, S., Kuch, B., An der Heiden, M. and Mücke, H.G.
Journal of Health Monitoring 8
(S4): 3-32.
6 September 2023
Journal of Pathology Informatics
PD-L1 expression assessment in Angiosarcoma improves with artificial intelligence support.
Reith, F.H. ORCID: https://orcid.org/0000-0002-0745-2726, Jarosch, A., Albrecht, J.P. ORCID: https://orcid.org/0000-0002-3792-9695, Ghoreschi, F., Flörcken, A., Dörr, A., Roohani, S., Schäfer, F.M., Öllinger, R., Märdian, S., Tielking, K., Bischoff, P., Frühauf, N., Brandes, F., Horst, D., Sers, C. and Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415
Journal of Pathology Informatics 18
: 100447.
August 2025
Journal of Real-Time Image Processing
GPU-accelerated level-set segmentation.
Lamas-Rodríguez, J., Heras, D.B., Argüello, F., Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Zachow, S. and Bóo, M.
Journal of Real-Time Image Processing 12
(1): 15-29.
June 2016
Lecture Notes in Computer Science
PathoCellBench: A comprehensive benchmark for cell phenotyping.
Lüscher, Jérôme, Koreuber, Nora ORCID: https://orcid.org/0009-0003-9328-4590, Franzen, Jannik ORCID: https://orcid.org/0000-0002-0761-641X, Reith, Fabian H. ORCID: https://orcid.org/0000-0002-0745-2726, Winklmayr, Claudia ORCID: https://orcid.org/0000-0002-8784-2301, Baumann, Elias, Schürch, Christian M., Kainmüller, Dagmar ORCID: https://orcid.org/0000-0002-9830-2415 and Rumberger, Josef Lorenz ORCID: https://orcid.org/0000-0002-7225-7011
Lecture Notes in Computer Science 15966
: 411-420.
20 September 2025
Tracking by weakly-supervised learning and graph optimization for whole-embryo c. elegans lineages.
Hirsch, P. ORCID: https://orcid.org/0000-0002-2353-5310, Malin-Mayor, C. ORCID: https://orcid.org/0000-0002-9627-6030, Santella, A., Preibisch, S. ORCID: https://orcid.org/0000-0002-0276-494X, Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415 and Funke, J. ORCID: https://orcid.org/0000-0003-4388-7783
Lecture Notes in Computer Science 13434
: 25-35.
16 September 2022
A comparative study of graph matching algorithms in computer vision.
Haller, S. ORCID: https://orcid.org/0000-0002-0855-8549, Feineis, L., Hutschenreiter, L., Bernard, F., Rother, C., Kainmüller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Swoboda, P. ORCID: https://orcid.org/0000-0003-4065-8758 and Savchynskyy, B.
Lecture Notes in Computer Science 13683
: 636-653.
2022
Data augmentation via partial nonlinear registration for brain-age prediction.
Schulz, M.A., Koch, A., Guarino, V.E. ORCID: https://orcid.org/0000-0003-1625-4323, Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415 and Ritter, K.
Lecture Notes in Computer Science 13596
: 169-178.
2022
Probabilistic deep learning for instance segmentation.
Rumberger, J.L. ORCID: https://orcid.org/0000-0002-7225-7011, Mais, L. ORCID: https://orcid.org/0000-0002-9281-2668 and Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415
Lecture Notes in Computer Science 12535
: 445-457.
2021
PatchPerPix for instance segmentation.
Mais, L. ORCID: https://orcid.org/0000-0002-9281-2668, Hirsch, P. ORCID: https://orcid.org/0000-0002-2353-5310 and Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415
Lecture Notes in Computer Science 12370
: 288-304.
20 November 2020
A benchmark for epithelial cell tracking.
Funke, J., Mais, L. ORCID: https://orcid.org/0000-0002-9281-2668, Champion, A., Dye, N. and Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415
Lecture Notes in Computer Science 11134
: 437-445.
23 January 2019
Uncertainty-driven forest predictors for vertebra localization and segmentation.
Richmond, D., Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Glocker, B., Rother, C. and Myers, G.
Lecture Notes in Computer Science 9349
: 653-660.
2015
Active graph matching for automatic joint segmentation and annotation of C. elegans.
Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Jug, F., Rother, C. and Myers, G.
Lecture Notes in Computer Science 8673
: 81-88.
2014
Optimal joint segmentation and tracking of escherichia coli in the mother machine.
Jug, F., Pietzsch, T., Kainmüller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Funke, J., Kaiser, M., van Nimwegen, E., Rother, C. and Myers, G.
Lecture Notes in Computer Science 8677
: 25-36.
2014
Automatic detection and classification of teeth in CT data.
Duy, N.T., Lamecker, H., Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415 and Zachow, S.
Lecture Notes in Computer Science 7510
: 609-616.
2012
Improving deformable surface meshes through omni-directional displacements and MRFs.
Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Lamecker, H., Seim, H., Zachow, S. and Hege, H.C.
Lecture Notes in Computer Science 6361
: 227-234.
2010
Automatic extraction of mandibular nerve and bone from cone-beam CT data.
Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Lamecker, H., Seim, H., Zinser, M. and Zachow, S.
Lecture Notes in Computer Science 5762
: 76-83.
2009
Coupling deformable models for multi-object segmentation.
Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Lamecker, H., Zachow, S. and Hege, H.C.
Lecture Notes in Computer Science 5104
: 69-78.
2008
Medical Image Analysis
CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting.
Graham, S. ORCID: https://orcid.org/0000-0002-2214-8212, Vu, Q.D., Jahanifar, M., Weigert, M. ORCID: https://orcid.org/0000-0002-7780-9057, Schmidt, U., Zhang, W., Zhang, J. ORCID: https://orcid.org/0000-0001-5579-7094, Yang, S., Xiang, J., Wang, X. ORCID: https://orcid.org/0000-0002-3597-9090, Rumberger, J.L. ORCID: https://orcid.org/0000-0002-7225-7011, Baumann, E., Hirsch, P. ORCID: https://orcid.org/0000-0002-2353-5310, Liu, L. ORCID: https://orcid.org/0000-0002-8983-2342, Hong, C., Aviles-Rivero, A.I., Jain, A., Ahn, H., Hong, Y., Azzuni, H. ORCID: https://orcid.org/0000-0001-7267-8919, Xu, M., Yaqub, M. ORCID: https://orcid.org/0000-0001-6896-1105, Blache, M.C., Piégu, B., Vernay, B. ORCID: https://orcid.org/0000-0002-7843-3872, Scherr, T. ORCID: https://orcid.org/0000-0001-8755-2825, Böhland, M. ORCID: https://orcid.org/0000-0002-9321-8169, Löffler, K. ORCID: https://orcid.org/0000-0001-9769-3517, Li, J., Ying, W., Wang, C., Snead, D., Raza, S.E.A. ORCID: https://orcid.org/0000-0002-1097-1738, Minhas, F. and Rajpoot, N.M. ORCID: https://orcid.org/0000-0002-4706-1308
Medical Image Analysis 92
: 103047.
February 2024
Omnidirectional displacements for deformable surfaces.
Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Lamecker, H., Heller, M.O. ORCID: https://orcid.org/0000-0002-7879-1135, Weber, B., Hege, H.C. and Zachow, S.
Medical Image Analysis 17
(4): 429-441.
May 2013
Nature Biotechnology
Automated reconstruction of whole-embryo cell lineages by learning from sparse annotations.
Malin-Mayor, C., Hirsch, P. ORCID: https://orcid.org/0000-0002-2353-5310, Guignard, L. ORCID: https://orcid.org/0000-0002-3686-1385, McDole, K., Wan, Y., Lemon, W.C. ORCID: https://orcid.org/0000-0003-4541-738X, Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Keller, P.J. ORCID: https://orcid.org/0000-0003-2896-4920, Preibisch, S. ORCID: https://orcid.org/0000-0002-0276-494X and Funke, J. ORCID: https://orcid.org/0000-0003-4388-7783
Nature Biotechnology 44
(1): 44-49.
January 2023
Nature Cardiovascular Research
Mechanosensitive PIEZO2 channels shape coronary artery development.
Pampols-Perez, M. ORCID: https://orcid.org/0009-0008-1619-204X, Fürst, C., Sánchez-Carranza, O. ORCID: https://orcid.org/0000-0002-8745-5176, Cano, E. ORCID: https://orcid.org/0000-0003-1091-8934, Garcia-Contreras, J.A., Mais, L. ORCID: https://orcid.org/0000-0002-9281-2668, Luo, W. ORCID: https://orcid.org/0000-0001-5202-8855, Raimundo, S. ORCID: https://orcid.org/0009-0000-3353-5456, Lindberg, E.L. ORCID: https://orcid.org/0000-0002-2979-433X, Taube, M., Heuser, A. ORCID: https://orcid.org/0000-0002-3334-960X, Sporbert, A. ORCID: https://orcid.org/0000-0002-3738-1295, Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Bernabeu, M.O., Hübner, N. ORCID: https://orcid.org/0000-0002-1218-6223, Gerhardt, H. ORCID: https://orcid.org/0000-0002-3030-0384, Lewin, G.R. ORCID: https://orcid.org/0000-0002-2890-6352 and Hammes, A. ORCID: https://orcid.org/0000-0003-1663-8378
Nature Cardiovascular Research 4
(7): 921-937.
July 2025
Nature Communications
Robust phenotyping of highly multiplexed tissue imaging data using pixel-level clustering.
Liu, C.C., Greenwald, N.F. ORCID: https://orcid.org/0000-0002-7836-4379, Kong, A., McCaffrey, E.F., Leow, K.X., Mrdjen, D., Cannon, B.J. ORCID: https://orcid.org/0000-0003-4418-1803, Rumberger, J.L. ORCID: https://orcid.org/0000-0002-7225-7011, Varra, S.R. ORCID: https://orcid.org/0009-0000-5757-6818 and Angelo, M. ORCID: https://orcid.org/0000-0003-1531-5067
Nature Communications 14
(1): 4618.
1 August 2023
Nature Methods
Automated classification of cellular expression in multiplexed imaging data with Nimbus.
Rumberger, Josef Lorenz ORCID: https://orcid.org/0000-0002-7225-7011, Greenwald, Noah F. ORCID: https://orcid.org/0000-0002-7836-4379, Ranek, Jolene S., Boonrat, Potchara, Walker, Cameron, Franzen, Jannik ORCID: https://orcid.org/0000-0002-0761-641X, Varra, Sricharan Reddy ORCID: https://orcid.org/0009-0000-5757-6818, Kong, Alex, Sowers, Cameron, Liu, Candace C., Averbukh, Inna, Piyadasa, Hadeesha, Vanguri, Rami, Nederlof, Iris ORCID: https://orcid.org/0000-0001-7608-6515, Wang, Xuefei Julie ORCID: https://orcid.org/0000-0002-9327-9543, Van Valen, David ORCID: https://orcid.org/0000-0001-7534-7621, Kok, Marleen, Bendall, Sean C. ORCID: https://orcid.org/0000-0003-1341-2453, Hollmann, Travis J., Kainmueller, Dagmar ORCID: https://orcid.org/0000-0002-9830-2415 and Angelo, Michael ORCID: https://orcid.org/0000-0003-1531-5067
Nature Methods 22
(10): 2161-2170.
October 2025
Metrics reloaded: recommendations for image analysis validation.
Maier-Hein, L. ORCID: https://orcid.org/0000-0003-4910-9368, Reinke, A. ORCID: https://orcid.org/0000-0003-4363-1876, Godau, P. ORCID: https://orcid.org/0000-0002-0365-7265, Tizabi, M.D., Buettner, F., Christodoulou, E., Glocker, B. ORCID: https://orcid.org/0000-0002-4897-9356, Isensee, F., Kleesiek, J., Kozubek, M., Reyes, M., Riegler, M.A. ORCID: https://orcid.org/0000-0002-3153-2064, Wiesenfarth, M., Kavur, A.E., Sudre, C.H., Baumgartner, M., Eisenmann, M. ORCID: https://orcid.org/0000-0002-0713-8761, Heckmann-Nötzel, D., Rädsch, T. ORCID: https://orcid.org/0000-0003-3518-0315, Acion, L. ORCID: https://orcid.org/0000-0001-5213-6012, Antonelli, M. ORCID: https://orcid.org/0000-0002-3005-4523, Arbel, T. ORCID: https://orcid.org/0000-0001-8870-3007, Bakas, S. ORCID: https://orcid.org/0000-0001-8734-6482, Benis, A. ORCID: https://orcid.org/0000-0002-9125-8300, Blaschko, M.B., Cardoso, M.J. ORCID: https://orcid.org/0000-0003-1284-2558, Cheplygina, V. ORCID: https://orcid.org/0000-0003-0176-9324, Cimini, B.A. ORCID: https://orcid.org/0000-0001-9640-9318, Collins, G.S. ORCID: https://orcid.org/0000-0002-2772-2316, Farahani, K., Ferrer, L., Galdran, A., van Ginneken, B., Haase, R. ORCID: https://orcid.org/0000-0001-5949-2327, Hashimoto, D.A. ORCID: https://orcid.org/0000-0003-4725-3104, Hoffman, M.M. ORCID: https://orcid.org/0000-0002-4517-1562, Huisman, M., Jannin, P. ORCID: https://orcid.org/0000-0002-7415-071X, Kahn, C.E. ORCID: https://orcid.org/0000-0002-6654-7434, Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Kainz, B., Karargyris, A. ORCID: https://orcid.org/0000-0002-1930-3410, Karthikesalingam, A., Kofler, F., Kopp-Schneider, A. ORCID: https://orcid.org/0000-0002-1810-0267, Kreshuk, A. ORCID: https://orcid.org/0000-0003-1334-6388, Kurc, T., Landman, B.A. ORCID: https://orcid.org/0000-0001-5733-2127, Litjens, G. ORCID: https://orcid.org/0000-0003-1554-1291, Madani, A., Maier-Hein, K., Martel, A.L. ORCID: https://orcid.org/0000-0003-1375-5501, Mattson, P. ORCID: https://orcid.org/0000-0002-5984-238X, Meijering, E. ORCID: https://orcid.org/0000-0001-8015-8358, Menze, B. ORCID: https://orcid.org/0000-0003-4136-5690, Moons, K.G.M., Müller, H. ORCID: https://orcid.org/0000-0001-6800-9878, Nichyporuk, B. ORCID: https://orcid.org/0009-0006-8087-6089, Nickel, F., Petersen, J., Rajpoot, N. ORCID: https://orcid.org/0000-0002-4706-1308, Rieke, N. ORCID: https://orcid.org/0000-0003-0241-9334, Saez-Rodriguez, J. ORCID: https://orcid.org/0000-0002-8552-8976, Sánchez, C.I., Shetty, S., van Smeden, M., Summers, R.M. ORCID: https://orcid.org/0000-0001-8081-7376, Taha, A.A. ORCID: https://orcid.org/0000-0002-7604-9041, Tiulpin, A. ORCID: https://orcid.org/0000-0002-7852-4141, Tsaftaris, S.A., Van Calster, B., Varoquaux, G. ORCID: https://orcid.org/0000-0003-1076-5122 and Jäger, P.F. ORCID: https://orcid.org/0000-0002-6243-2568
Nature Methods 21
(2): 195-212.
12 February 2024
Understanding metric-related pitfalls in image analysis validation.
Reinke, A. ORCID: https://orcid.org/0000-0003-4363-1876, Tizabi, M.D. ORCID: https://orcid.org/0000-0003-3687-6381, Baumgartner, M. ORCID: https://orcid.org/0000-0003-4455-9917, Eisenmann, M., Heckmann-Nötzel, D., Kavur, A.E. ORCID: https://orcid.org/0000-0002-9328-8140, Rädsch, T. ORCID: https://orcid.org/0000-0003-3518-0315, Sudre, C.H., Acion, L. ORCID: https://orcid.org/0000-0001-5213-6012, Antonelli, M. ORCID: https://orcid.org/0000-0002-3005-4523, Arbel, T., Bakas, S. ORCID: https://orcid.org/0000-0001-8734-6482, Benis, A. ORCID: https://orcid.org/0000-0002-9125-8300, Buettner, F., Cardoso, M.J. ORCID: https://orcid.org/0000-0003-1284-2558, Cheplygina, V. ORCID: https://orcid.org/0000-0003-0176-9324, Chen, J. ORCID: https://orcid.org/0000-0002-8500-1357, Christodoulou, E., Cimini, B.A. ORCID: https://orcid.org/0000-0001-9640-9318, Farahani, K., Ferrer, L., Galdran, A., van Ginneken, B., Glocker, B. ORCID: https://orcid.org/0000-0002-4897-9356, Godau, P. ORCID: https://orcid.org/0000-0002-0365-7265, Hashimoto, D.A. ORCID: https://orcid.org/0000-0003-4725-3104, Hoffman, M.M. ORCID: https://orcid.org/0000-0002-4517-1562, Huisman, M., Isensee, F., Jannin, P. ORCID: https://orcid.org/0000-0002-7415-071X, Kahn, C.E. ORCID: https://orcid.org/0000-0002-6654-7434, Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Kainz, B., Karargyris, A. ORCID: https://orcid.org/0000-0002-1930-3410, Kleesiek, J. ORCID: https://orcid.org/0000-0001-8686-0682, Kofler, F., Kooi, T., Kopp-Schneider, A. ORCID: https://orcid.org/0000-0002-1810-0267, Kozubek, M. ORCID: https://orcid.org/0000-0001-7902-589X, Kreshuk, A. ORCID: https://orcid.org/0000-0003-1334-6388, Kurc, T., Landman, B.A. ORCID: https://orcid.org/0000-0001-5733-2127, Litjens, G. ORCID: https://orcid.org/0000-0003-1554-1291, Madani, A., Maier-Hein, K., Martel, A.L. ORCID: https://orcid.org/0000-0003-1375-5501, Meijering, E. ORCID: https://orcid.org/0000-0001-8015-8358, Menze, B. ORCID: https://orcid.org/0000-0003-4136-5690, Moons, K.G.M., Müller, H. ORCID: https://orcid.org/0000-0001-6800-9878, Nichyporuk, B. ORCID: https://orcid.org/0009-0006-8087-6089, Nickel, F., Petersen, J., Rafelski, S.M. ORCID: https://orcid.org/0000-0002-1399-5970, Rajpoot, N. ORCID: https://orcid.org/0000-0002-4706-1308, Reyes, M., Riegler, M.A. ORCID: https://orcid.org/0000-0002-3153-2064, Rieke, N. ORCID: https://orcid.org/0000-0003-0241-9334, Saez-Rodriguez, J. ORCID: https://orcid.org/0000-0002-8552-8976, Sánchez, C.I., Shetty, S., Summers, R.M. ORCID: https://orcid.org/0000-0001-8081-7376, Taha, A.A., Tiulpin, A. ORCID: https://orcid.org/0000-0002-7852-4141, Tsaftaris, S.A., Van Calster, B., Varoquaux, G. ORCID: https://orcid.org/0000-0003-1076-5122, Yaniv, Z.R. ORCID: https://orcid.org/0000-0003-0315-7727, Jäger, P.F. ORCID: https://orcid.org/0000-0002-6243-2568 and Maier-Hein, L. ORCID: https://orcid.org/0000-0003-4910-9368
Nature Methods 21
(2): 182-194.
February 2024
Proceedings of Machine Learning Research
HoVer-NeXt: a fast nuclei segmentation and classification pipeline for next generation histopathology.
Baumann, E., Dislich, B., Rumberger, J.L. ORCID: https://orcid.org/0000-0002-7225-7011, Nagtegaal, I.D., Martínez, M.R. and Zlobec, I.
In: 7th International Conference on Medical Imaging with Deep Learning, 03-05 Jul 2024, Paris, France.
2024
An auxiliary task for learning nuclei segmentation in 3D microscopy images.
Hirsch, Peter ORCID: https://orcid.org/0000-0002-2353-5310 and Kainmueller, Dagmar ORCID: https://orcid.org/0000-0002-9830-2415
In: Third Conference on Medical Imaging with Deep Learning, 6-8 Jul 2020, Montreal, QC, Canada.
2020
Proceedings of SPIE
Level set segmentation of the heart from 4D phase contrast MRI.
Kainmuller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Unterhinninghofen, R., Ley, S. and Dillmann, R.
Proceedings of SPIE 6914
: 691414.
2008
Proceedings of the British Machine Vision Conference (BMVC)
Mapping auto-context decision forests to deep ConvNets for semantic segmentation.
Richmond, D., Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Yang, M., Myers, E. and Rother, C.
In: 27th British Machine Vision Conference, BMVC 2016, 19-22 Sep 2016, York, United Kingdom.
September 2016
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
A convex relaxation for multi-graph matching.
Swoboda, P., Kainmüller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Mokarian, A., Theobalt, C. and Bernard, F.
In: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 16-20 Jun 2019, Long Beach, CA, USA.
2019
Science
Mouse embryonic stem cells self-organize into trunk-like structures with neural tube and somites.
Veenvliet, J.V. ORCID: https://orcid.org/0000-0002-1191-2975, Bolondi, A. ORCID: https://orcid.org/0000-0002-1096-9435, Kretzmer, H. ORCID: https://orcid.org/0000-0002-0723-4980, Haut, L., Scholze-Wittler, M., Schifferl, D. ORCID: https://orcid.org/0000-0003-3507-5734, Koch, F., Guignard, L. ORCID: https://orcid.org/0000-0002-3686-1385, Kumar, A.S., Pustet, M., Heimann, S. ORCID: https://orcid.org/0000-0001-8647-1644, Buschow, R. ORCID: https://orcid.org/0000-0002-9800-2578, Wittler, L., Timmermann, B., Meissner, A. ORCID: https://orcid.org/0000-0001-8646-7469 and Herrmann, B.G. ORCID: https://orcid.org/0000-0002-2192-8188
Science 370
(6522): eaba4937.
11 December 2020
Scientific Reports
Content-based image retrieval assists radiologists in diagnosing eye and orbital mass lesions in MRI.
Rumberger, J.L. ORCID: https://orcid.org/0000-0002-7225-7011, Lim, W., Wildfeuer, B., Sodemann, E.B., Lecler, A., Stemplinger, S., Issever, A.S., Sepahdari, A., Langner, S., Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Hamm, B. and Erb-Eigner, K.
Scientific Reports 15
(1): 11334.
2 April 2025
The cell adhesion protein CAR is a negative regulator of synaptic transmission.
Wrackmeyer, U., Kaldrack, J., Jüttner, R. ORCID: https://orcid.org/0000-0003-3565-0698, Pannasch, U. ORCID: https://orcid.org/0000-0001-6502-1046, Gimber, N. ORCID: https://orcid.org/0000-0001-9456-3063, Freiberg, F., Purfürst, B. ORCID: https://orcid.org/0000-0002-9887-7577, Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Schmitz, D. ORCID: https://orcid.org/0000-0003-2741-5241, Haucke, V. ORCID: https://orcid.org/0000-0003-3119-6993, Rathjen, F.G. ORCID: https://orcid.org/0000-0001-5351-613X and Gotthardt, M. ORCID: https://orcid.org/0000-0003-1788-3172
Scientific Reports 9
(1): 6768.
1 May 2019
Zenodo
PET/CT-guided management of immune checkpoint blockade and post-treatment multi-modal profiling in long-term responders with metastatic lung cancer in the National Network Genomic Medicine Lung Cancer Germany (nNGM).
Bischoff, Philip and Franzen, Jannik ORCID: https://orcid.org/0000-0002-0761-641X
[Dataset]
4 December 2025
arXiv
Vesselpose: vessel graph reconstruction from learned voxel-wise direction vectors in 3D vascular images.
Palaniappan, Rajalakshmi, Karg, Christoph, Navarro-Arambula, Nemesio, Hirsch, Peter ORCID: https://orcid.org/0000-0002-2353-5310, Kraeker, Kristin ORCID: https://orcid.org/0000-0002-4032-5382, Mais, Lisa ORCID: https://orcid.org/0000-0002-9281-2668 and Kainmueller, Dagmar ORCID: https://orcid.org/0000-0002-9830-2415
arXiv
: 2605.00538v1.
1 May 2026
Better than average: spatially-aware aggregation of segmentation uncertainty improves downstream performance.
Guarino, Vanessa Emanuela ORCID: https://orcid.org/0000-0003-1625-4323, Winklmayr, Claudia ORCID: https://orcid.org/0000-0002-8784-2301, Franzen, Jannik ORCID: https://orcid.org/0000-0002-0761-641X, Rumberger, Josef Lorenz ORCID: https://orcid.org/0000-0002-7225-7011, Pfeuffer, Manuel, Greven, Sonja, Maier-Hein, Klaus, Lüth, Carsten T., Karg, Christoph and Kainmueller, Dagmar ORCID: https://orcid.org/0000-0002-9830-2415
arXiv
: 2603.29941.
31 March 2026
ARI3D: a software for interactive quantification of regions in X-ray CT 3D images.
Albrecht, Jan Phillipp ORCID: https://orcid.org/0000-0002-3792-9695, Godinho, Jose R.A., Hübers, Christina and Schmidt, Deborah ORCID: https://orcid.org/0000-0002-8621-9438
arXiv
: 2508.09849.
13 August 2025
bioRxiv
PatchPerPixMatch for automated 3d search of neuronal morphologies in light microscopy.
Mais, L. ORCID: https://orcid.org/0000-0002-9281-2668, Hirsch, P. ORCID: https://orcid.org/0000-0002-2353-5310, Managan, C. ORCID: https://orcid.org/0000-0002-9510-6443, Wang, K., Rokicki, K. ORCID: https://orcid.org/0000-0002-2799-9833, Svirskas, R.R. ORCID: https://orcid.org/0000-0001-8374-6008, Dickson, B.J. ORCID: https://orcid.org/0000-0003-0715-892X, Korff, W. ORCID: https://orcid.org/0000-0001-8396-1533, Rubin, G.M. ORCID: https://orcid.org/0000-0001-8762-8703, Ihrke, G. ORCID: https://orcid.org/0000-0003-4604-735X, Meissner, G.W. ORCID: https://orcid.org/0000-0003-0369-9788 and Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415
bioRxiv
: 2021.07.23.453511.
26 July 2021
eLife
A searchable image resource of Drosophila GAL4-driver expression patterns with single neuron resolution.
Meissner, G.W. ORCID: https://orcid.org/0000-0003-0369-9788, Nern, A. ORCID: https://orcid.org/0000-0002-3822-489X, Dorman, Z. ORCID: https://orcid.org/0000-0001-9933-7217, DePasquale, G.M., Forster, K., Gibney, T. ORCID: https://orcid.org/0000-0001-5461-724X, Hausenfluck, J.H., He, Y., Iyer, N.A., Jeter, J., Johnson, L., Johnston, R.M., Lee, K., Melton, B., Yarbrough, B., Zugates, C.T. ORCID: https://orcid.org/0000-0003-1882-3665, Clements, Jody ORCID: https://orcid.org/0000-0003-3932-8188, Goina, C. ORCID: https://orcid.org/0000-0003-2835-7602, Otsuna, H. ORCID: https://orcid.org/0000-0002-2107-8881, Rokicki, K. ORCID: https://orcid.org/0000-0002-2799-9833, Svirskas, R.R. ORCID: https://orcid.org/0000-0001-8374-6008, Aso, Y., Card, G.M., Dickson, B.J. ORCID: https://orcid.org/0000-0003-0715-892X, Ehrhardt, E. ORCID: https://orcid.org/0000-0002-9252-1414, Goldammer, J. ORCID: https://orcid.org/0000-0002-5623-8339, Ito, M., Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Korff, W. ORCID: https://orcid.org/0000-0001-8396-1533, Mais, L. ORCID: https://orcid.org/0000-0002-9281-2668, Minegishi, R. ORCID: https://orcid.org/0000-0002-2895-9438, Namiki, S. ORCID: https://orcid.org/0000-0003-1559-799X, Rubin, G.M. ORCID: https://orcid.org/0000-0001-8762-8703, Sterne, G.R. ORCID: https://orcid.org/0000-0002-7221-648X, Wolff, T. ORCID: https://orcid.org/0000-0002-8681-1749 and Malkesman, O. ORCID: https://orcid.org/0000-0003-2219-7476
eLife 12
: e80660.
23 February 2023
A connectome and analysis of the adult Drosophila central brain.
Scheffer, L.K., Xu, C.S., Januszewski, M., Lu, Z., Takemura, S.Y., Hayworth, K.J., Huang, G.B., Shinomiya, K., Maitlin-Shepard, J., Berg, S., Clements, J., Hubbard, P.M., Katz, W.T., Umayam, L., Zhao, T., Ackerman, D., Blakely, T., Bogovic, J., Dolafi, T., Kainmueller, D. ORCID: https://orcid.org/0000-0002-9830-2415, Kawase, T., Khairy, K.A., Leavitt, L., Li, P.H., Lindsey, L., Neubarth, N., Olbris, D.J., Otsuna, H., Trautman, E.T., Ito, M., Bates, A.S., Goldammer, J., Wolff, T., Svirskas, R., Schlegel, P., Neace, E.R., Knecht, C.J., Alvarado, C.X., Bailey, D.A., Ballinger, S., Borycz, J.A., Canino, B.S., Cheatham, N., Cook, M., Dreher, M., Duclos, O., Eubanks, B., Fairbanks, K., Finley, S., Forknall, N., Francis, A., Hopkins, G.P., Joyce, E.M., Kim, S.J., Kirk, N.A., Kovalyak, J., Lauchie, S.A., Lohff, A., Maldonado, C., Manley, E.A., McLin, S., Mooney, C., Ndama, M., Ogundeyi, O., Okeoma, N., Ordish, C., Padilla, N., Patrick, C., Paterson, T., Phillips, E.E., Phillips, E.M., Rampally, N., Ribeiro, C., Robertson, M.K., Rymer, J.T., Ryan, S.M., Sammons, M., Scott, A.K., Scott, A.L., Shinomiya, A., Smith, C., Smith, K., Smith, N.L., Sobeski, M.A., Suleiman, A., Swift, J., Takemura, S., Talebi, I., Tarnogorska, D., Tenshaw, E., Tokhi, T., Walsh, J.J., Yang, T., Horne, J.A., Li, F., Parekh, R., Rivlin, P.K., Jayaraman, V., Costa, M., Jefferis, G.S.X.E., Ito, K., Saalfeld, S., George, R., Meinertzhagen, I.A., Rubin, G.M., Hess, H.F., Jain, V. and Plaza, S.M.
eLife 9
: e57443.
7 September 2020
This list was generated on Sun Jul 12 12:47:54 2026 UTC.
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