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Martin Weigert
Martin Weigert
Prof @ TU Dresden & ScaDS.AI (former: CSBD, EPFL)
Verified email at tu-dresden.de
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Year
A liquid-to-solid phase transition of the ALS protein FUS accelerated by disease mutation
A Patel, HO Lee, L Jawerth, S Maharana, M Jahnel, MY Hein, S Stoynov, ...
Cell 162 (5), 1066-1077, 2015
27272015
Cell detection with star-convex polygons
U Schmidt, M Weigert, C Broaddus, G Myers
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
13582018
Content-aware image restoration: pushing the limits of fluorescence microscopy
M Weigert, U Schmidt, T Boothe, A Müller, A Dibrov, A Jain, B Wilhelm, ...
Nature methods 15 (12), 1090-1097, 2018
10982018
Star-convex polyhedra for 3D object detection and segmentation in microscopy
M Weigert, U Schmidt, R Haase, K Sugawara, G Myers
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2020
4522020
CLIJ: GPU-accelerated image processing for everyone
R Haase, LA Royer, P Steinbach, D Schmidt, A Dibrov, U Schmidt, ...
Nature methods 17 (1), 5-6, 2020
1892020
ClearVolume: open-source live 3D visualization for light-sheet microscopy
LA Royer, M Weigert, U Günther, N Maghelli, F Jug, IF Sbalzarini, ...
Nature methods 12 (6), 480-481, 2015
1712015
Medical image computing and computer assisted intervention–MICCAI 2018
U Schmidt, M Weigert, C Broaddus, G Myers, AF Frangi, JA Schnabel, ...
21st International Conference, Granada, Spain, 265-273, 2018
1532018
Differential lateral and basal tension drive folding of Drosophila wing discs through two distinct mechanisms
L Sui, S Alt, M Weigert, N Dye, S Eaton, F Jug, EW Myers, F Jülicher, ...
Nature communications 9 (1), 4620, 2018
1432018
EASI-FISH for thick tissue defines lateral hypothalamus spatio-molecular organization
Y Wang, M Eddison, G Fleishman, M Weigert, S Xu, T Wang, K Rokicki, ...
Cell 184 (26), 6361-6377. e24, 2021
1122021
A convolutional neural network segments yeast microscopy images with high accuracy
N Dietler, M Minder, V Gligorovski, AM Economou, DAHL Joly, A Sadeghi, ...
Nature communications 11 (1), 5723, 2020
1102020
Deep learning-enhanced light-field imaging with continuous validation
N Wagner, F Beuttenmueller, N Norlin, J Gierten, JC Boffi, J Wittbrodt, ...
Nature Methods 18 (5), 557-563, 2021
1012021
Isotropic reconstruction of 3D fluorescence microscopy images using convolutional neural networks
M Weigert, L Royer, F Jug, G Myers
International Conference on Medical Image Computing and Computer-Assisted …, 2017
872017
3D FIB-SEM reconstruction of microtubule–organelle interaction in whole primary mouse β cells
A Müller, D Schmidt, CS Xu, S Pang, JV D’Costa, S Kretschmar, ...
Journal of Cell Biology 220 (2), 2021
822021
Removing structured noise with self-supervised blind-spot networks
C Broaddus, A Krull, M Weigert, U Schmidt, G Myers
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 159-163, 2020
812020
Event-driven acquisition for content-enriched microscopy
D Mahecic, WL Stepp, C Zhang, J Griffié, M Weigert, S Manley
Nature methods 19 (10), 1262-1267, 2022
632022
Bioimage model zoo: a community-driven resource for accessible deep learning in bioimage analysis
W Ouyang, F Beuttenmueller, E Gómez-de-Mariscal, C Pape, T Burke, ...
BioRxiv, 2022.06. 07.495102, 2022
582022
Practical sensorless aberration estimation for 3D microscopy with deep learning
D Saha, U Schmidt, Q Zhang, A Barbotin, Q Hu, N Ji, MJ Booth, M Weigert, ...
Optics express 28 (20), 29044-29053, 2020
562020
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
502019
Nuclei instance segmentation and classification in histopathology images with stardist
M Weigert, U Schmidt
2022 IEEE International Symposium on Biomedical Imaging Challenges (ISBIC), 1-4, 2022
382022
Biobeam—Multiplexed wave-optical simulations of light-sheet microscopy
M Weigert, K Subramanian, ST Bundschuh, EW Myers, M Kreysing
PLoS computational biology 14 (4), e1006079, 2018
322018
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