Dominic Mai

PhD Student

3D Image Analysis Lab
Department of Computer Science
University of Freiburg
Germany

Office location:
Georges-Köhler-Allee, building 052, 2nd floor, room 01-21
79110 Freiburg

Phone: +49 761 203 8272
E-Mail: maid AT informatik.uni-freiburg.de

Personal	Projects	Publications	Teaching

2019

Journal

Single-cell profiling identifies myeloid cell subsets with distinct fates during neuroinflammation doi>

M. Jordão, R. Sankowski, S. Brendecke, S. Sagar, G. Locatelli, Y. Tai, T. Tay, E. Schramm, S. Armbruster, N. Hagemeyer, O. Groß, Dominic Mai, Özgün Çiçek, Thorsten Falk, M. Kerschensteiner, D. Grün, M. Prinz

Science, 363(6425): eaat7554, Jan 2019

U-Net – Deep Learning for Cell Counting, Detection, and Morphometry Paper

doi> Project

Thorsten Falk, Dominic Mai, Robert Bensch, Özgün Çiçek, Ahmed Abdulkadir, Yassine Marrakchi, Anton Böhm, J. Deubner, Z. Jäckel, K. Seiwald, A. Dovzhenko, O. Tietz, C. Dal Bosco, S. Walsh, D. Saltukoglu, T. Tay, M. Prinz, K. Palme, M. Simons, I. Diester, Thomas Brox, Olaf Ronneberger

Nature Methods, 16: 67-70, 2019

2017

Journal

A new fate mapping system reveals context-dependent random or clonal expansion of microglia doi>

T. Leng Tay, Dominic Mai, J. Dautzenberg, F. Fernández-Klett, G. Lin, S. , M. Datta, A. Drougard, T. Stempfl, A. Ardura-Fabregat, O. Staszewski, A. Margineanu, A. Sporbert, L. M Steinmetz, J. Andrew Pospisilik, S. Jung, J. Priller, D. Grün, Olaf Ronneberger, M. Prinz

Nature Neuroscience, 2017

2016

Journal

Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks Paper

doi>

O. Jimenez-Del-Toro, H. Muller, M. Krenn, K. Gruenberg, A. Aziz Taha, M. Winterstein, I. Eggel, A. Foncubierta-Rodriguez, O. Goksel, A. Jakab, G. Kontokotsios, G. Langs, B. Menze, T. Salas Fernandez, R. Schaer, A. Walleyo, M. -Andre Weber, Y. Dicente Cid, T. Gass, M. Heinrich, F. Jia, F. Kahl, R. Kechichian, Dominic Mai, A. Spanier, G. Vincent, C. Wang, D. Wyeth, A. Hanbury

IEEE Transactions on Medical Imaging, Jun 2016

2014

Conference

Accurate Detection in Volumetric Images using Elastic Registration based Validation Paper

doi>

Dominic Mai, J. Dürr, K. Palme, Olaf Ronneberger

German Conference on Pattern Recognition (GCPR): 453--463, 2014

Improving Detection of Deformable Objects in Volumetric Data doi>

Dominic Mai, J. Dürr, K. Palme, Olaf Ronneberger

British Machine Vision Conference (BMVC), 2014

2013

Conference

Discriminative Detection and Alignment in Volumetric Data Paper

doi>

Dominic Mai, Philipp Fischer, T. Blein, J. Dürr, K. Palme, Thomas Brox, Olaf Ronneberger

Pattern Recognition (GCPR 2013), Springer, LNCS, Vol.8142: 205-214, 2013

2010

Conference

Robust Identification of Locally Planar Objects Represented by 2D Point Clouds under Affine Distortions Paper

Dominic Mai, Thorsten Schmidt, Hans Burkhardt

Pattern Recognition (Proc. DAGM), Springer, LNCS: 91--100, 2010

Old

T. Lauer, D. Mai, and P. Hagedorn. Efficient Range-Sum Queries along Dimensional Hierarchies in Data Cubes In Procceedings of the First International Conference on Advances in Databases, Knowledge, and Data Applications, Gosier, Guadeloupe, France 2009