Walter de Back

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Lutz BruschCenter for Information Services and High Performance Computing (ZIH), Technische Universität DresdenVerified email at tu-dresden.de
Ingo RoederFaculty of Medicine, TU DresdenVerified email at tu-dresden.de
George KampisProfessor of Philosophy of Science; DFKI (Germany), Eötvös University (Hungary)Verified email at dfki.de
Andreas DeutschZentrum für Informationsdienste und HochleistungsrechnenVerified email at tu-dresden.de
Benjamin M FriedrichCluster of Excellence 'Physics of Life', TU Dresden & cfaed, TU DresdenVerified email at tu-dresden.de
Frank JülicherMax Planck Institute for the Physics of Complex SystemsVerified email at pks.mpg.de
Hernán Morales-NavarreteUniversidad de Las Américas, EcuadorVerified email at udla.edu.ec
Yannis KalaidzidisMPI-CBG, Dresden, Germany; FBB, MSU, Moscow, RussiaVerified email at mpi-cbg.de
Fabián Segovia-MirandaAssociate professor. Department of Cell Biology. Universidad de Concepción, Chile.Verified email at udec.cl
Marino ZerialMax Planck Institute of Molecular Cell Biology and GeneticsVerified email at mpi-cbg.de
Falk ZakrzewskiKatana Labs GmbH | Carl Gustav Carus University Hospital Dresden | TU DresdenVerified email at katana-labs.com
Martin WeigertProf @ TU Dresden & ScaDS.AI (former: CSBD, EPFL)Verified email at tu-dresden.de
Alvaro Köhn-LuqueUniversity of Oslo & Oslo University Hospital, Oslo Centre for Biostatistics and EpidemiologyVerified email at medisin.uio.no
Miguel A. HerreroUniversidad Complutense Madrid UCMVerified email at mat.ucm.es
Nico ScherfMax Planck Institute for Human Cognitive and Brain Sciences, Leipzig, GermanyVerified email at tu-dresden.de
List of Publications of Werner DubitzkyFreelance Data ScientistVerified email at dubitzky.com
José M. Pérez-PomaresCatedrático Zoología, Universidad de MálagaVerified email at uma.es
Takashi MiuraKyushu University Graduate School of Medical SciencesVerified email at anat1.med.kyushu-u.ac.jp
Martin SwainSenior Lecturer in Bioinformatics, Aberystwyth UniversityVerified email at aber.ac.uk
Joseph Xu ZhouInstitute for systems biologyVerified email at systemsbiology.org

Walter de Back

Katana Labs GmbH

Verified email at katana-labs.com - Homepage

computational pathology machine learning


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Morpheus: a user-friendly modeling environment for multiscale and multicellular systems biology J Starruß, W de Back, L Brusch, A Deutsch Bioinformatics 30 (9), btt772, 2014	279	2014
Haematopoietic stem cells in perisinusoidal niches are protected from ageing M Saçma, J Pospiech, R Bogeska, W de Back, JP Mallm, V Sakk, K Soller, ... Nature cell biology 21 (11), 1309-1320, 2019	120	2019
Early embryonic vascular patterning by matrix-mediated paracrine signalling: a mathematical model study A Köhn-Luque, W De Back, J Starruß, A Mattiotti, A Deutsch, ... PLoS One 6 (9), e24175, 2011	71	2011
Liquid-crystal organization of liver tissue H Morales-Navarrete, H Nonaka, A Scholich, F Segovia-Miranda, ... Elife 8, e44860, 2019	60	2019
Dynamics of VEGF matrix-retention in vascular network patterning A Köhn-Luque, W De Back, Y Yamaguchi, K Yoshimura, MA Herrero, ... Physical biology 10 (6), 066007, 2013	60	2013
Structure-preserving multi-domain stain color augmentation using style-transfer with disentangled representations SJ Wagner, N Khalili, R Sharma, M Boxberg, C Marr, W De Back, T Peng Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021	50	2021
Complex system simulations with QosCosGrid K Kurowski, W de Back, W Dubitzky, L Gulyás, G Kampis, M Mamonski, ... Computational Science–ICCS 2009, 387-396, 2009	49	2009
Automated detection of the HER2 gene amplification status in Fluorescence in situ hybridization images for the diagnostics of cancer tissues F Zakrzewski, W de Back, M Weigert, T Wenke, S Zeugner, R Mantey, ... Scientific reports 9 (1), 8231, 2019	47	2019
On the role of lateral stabilization during early patterning in the pancreas W de Back, JX Zhou, L Brusch Journal of The Royal Society Interface 10 (79), 20120766, 2013	41	2013
A modeler-friendly API for ABM partitioning L Gulya´ s, G Szemes, G Kampis, W de Back International Design Engineering Technical Conferences and Computers and …, 2009	20	2009
Forensic age estimation with Bayesian convolutional neural networks based on panoramic dental X-ray imaging W De Back, S Seurig, S Wagner, B Marré, I Roeder, N Scherf	19	2019
Transdifferentiation of pancreatic cells by loss of contact-mediated signaling W Back, R Zimm, L Brusch BMC systems biology 7, 1-11, 2013	19	2013
Image‐based quantification and mathematical modeling of spatial heterogeneity in ESC colonies M Herberg, T Zerjatke, W de Back, I Glauche, I Roeder Cytometry Part A 87 (6), 481-490, 2015	16	2015
Statistical and mathematical modeling of spatiotemporal dynamics of stem cells W de Back, T Zerjatke, I Roeder Stem Cell Mobilization: Methods and Protocols, 219-243, 2019	12	2019
Quantification of nematic cell polarity in three-dimensional tissues A Scholich, S Syga, H Morales-Navarrete, F Segovia-Miranda, H Nonaka, ... PLoS computational biology 16 (12), e1008412, 2020	11	2020
Generative adversarial networks I Tolstikhin, O Bousquet, B Schölkopf, K Thierbach, PL Bazin, W de Back, ... Lecture Notes in Computer Science (including subseries Lecture Notes in …, 2014	9	2014
Combining deep learning and active contours opens the way to robust, automated analysis of brain cytoarchitectonics K Thierbach, PL Bazin, W Back, F Gavriilidis, E Kirilina, C Jäger, ... Machine Learning in Medical Imaging: 9th International Workshop, MLMI 2018 …, 2018	8	2018
Red Queen dynamics in a predator-prey ecosystem W de Back, M Wiering, E de Jong Proceedings of the 8th annual conference on Genetic and evolutionary …, 2006	6	2006
Cellular Potts Model A Voß-Böhme, J Starruß, W de Back, W Dubitzky, O Wolkenhauer, ... Encyclopedia of Systems Biology, 386-390, 2013	5	2013
Templates for distributed agent-based simulations on a quasi-opportunistic grid L Gulyas, W de Back, G Szemes, K Kurowski, W Dubitzky, G Kampis Emss 2008: 20Th European Modeling and Simulation Symposium, 300-305, 2008	5	2008

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