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Adrian Wolny
Adrian Wolny
Machine Learning Research Scientist, Bayer AG
Verified email at bayer.com - Homepage
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Cited by
Cited by
Year
Ilastik: interactive machine learning for (bio) image analysis
S Berg, D Kutra, T Kroeger, CN Straehle, BX Kausler, C Haubold, ...
Nature methods 16 (12), 1226-1232, 2019
19122019
Accurate and Versatile 3D Segmentation of Plant Tissues at Cellular Resolution
A Wolny, L Cerrone, A Vijayan, R Tofanelli, AV Barro, M Louveaux, ...
eLife 9, e57613, 2020
2252020
A digital 3D reference atlas reveals cellular growth patterns shaping the Arabidopsis ovule
A Vijayan, R Tofanelli, S Strauss, L Cerrone, A Wolny, J Strohmeier, ...
eLife 10, e63262, 2021
622021
An ex vivo system to study cellular dynamics underlying mouse peri-implantation development
T Ichikawa, HT Zhang, L Panavaite, A Erzberger, D Fabrèges, R Snajder, ...
Developmental cell 57 (3), 373-386. e9, 2022
292022
Microscopy‐based assay for semi‐quantitative detection of SARS‐CoV‐2 specific antibodies in human sera: A semi‐quantitative, high throughput, microscopy‐based assay expands …
C Pape, R Remme, A Wolny, S Olberg, S Wolf, L Cerrone, M Cortese, ...
Bioessays 43 (3), 2000257, 2021
292021
Leveraging domain knowledge to improve microscopy image segmentation with lifted multicuts
C Pape, A Matskevych, A Wolny, J Hennies, G Mizzon, M Louveaux, ...
Frontiers in Computer Science 1, 6, 2019
252019
Sparse object-level supervision for instance segmentation with pixel embeddings
A Wolny, Q Yu, C Pape, A Kreshuk
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
202022
Integration of Cell Growth and Asymmetric Division during Lateral Root Initiation in Arabidopsis thaliana
LM Schütz, M Louveaux, A Vilches Barro, S Bouziri, L Cerrone, A Wolny, ...
Plant and Cell Physiology 62 (8), 1269-1279, 2021
172021
Embryo‐uterine interaction coordinates mouse embryogenesis during implantation
V Bondarenko, M Nikolaev, D Kromm, R Belousov, A Wolny, ...
The EMBO Journal 42 (17), e113280, 2023
162023
From shallow to deep: exploiting feature-based classifiers for domain adaptation in semantic segmentation
A Matskevych, A Wolny, C Pape, A Kreshuk
Frontiers in Computer Science 4, 805166, 2022
82022
Query Generation for Social Media Data
AS Wolny, JFW Dietz, RMF Rogers
US Patent App. 15/602,161, 2018
82018
Improving population-based algorithms with fitness deterioration
A Wolny, R Schaefer
Journal of Telecommunications and Information Technology, 31-44, 2011
82011
Temporal variability and cell mechanics control robustness in mammalian embryogenesis
D Fabrèges, B Corominas-Murtra, P Moghe, A Kickuth, T Ichikawa, ...
Science 386 (6718), eadh1145, 2024
52024
A deep learning-based toolkit for 3D nuclei segmentation and quantitative analysis in cellular and tissue context
A Vijayan, TA Mody, Q Yu, A Wolny, L Cerrone, S Strauss, M Tsiantis, ...
Development 151 (14), 2024
52024
Coordination between embryo growth and trophoblast migration upon implantation delineates mouse embryogenesis
V Bondarenko, M Nikolaev, D Kromm, R Belousov, A Wolny, S Rezakhani, ...
bioRxiv, 2022.06. 13.495767, 2022
32022
Learning Instance Segmentation from Sparse Supervision
A Wolny
2023
A robust ex vivo system to study cellular dynamics underlying mouse peri-implantation development
T Ichikawa, HT Zhang, L Panavaite, A Erzberger, D Fabrèges, R Snajder, ...
bioRxiv, 2021.08. 22.457265, 2021
2021
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