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Nicolas Pielawski
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Deep learning in image cytometry: a review
A Gupta, PJ Harrison, H Wieslander, N Pielawski, K Kartasalo, G Partel, ...
Cytometry Part A 95 (4), 366-380, 2019
1872019
CoMIR: Contrastive multimodal image representation for registration
N Pielawski, E Wetzer, J Öfverstedt, J Lu, C Wählby, J Lindblad, N Sladoje
Advances in neural information processing systems 33, 18433-18444, 2020
662020
Introducing Hann windows for reducing edge-effects in patch-based image segmentation
N Pielawski, C Wählby
PloS one 15 (3), e0229839, 2020
372020
TissUUmaps 3: Interactive visualization and quality assessment of large-scale spatial omics data
N Pielawski, A Andersson, C Avenel, A Behanova, E Chelebian, A Klemm, ...
BioRxiv, 2022
21*2022
In silico prediction of cell traction forces
N Pielawski, J Hu, S Strömblad, C Wählby
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 877-881, 2020
52020
Learning-based prediction, representation, and multimodal registration for bioimage processing
N Pielawski
Acta Universitatis Upsaliensis, 2023
2023
Global Parameter Optimization for Multimodal Biomedical Image Registration
N Pielawski, J Öfverstedt, E Wetzer
2023
Rotationally Equivariant Representation Learning for Multimodal Images
E Wetzer, N Pielawski, J Öfverstedt, J Lu, C Wählby, J Lindblad, N Sladoje
Swedish Symposium on Image Analysis, 2022
2022
Contrastive Learning for Equivariant Multimodal Image Representations
E Wetzer, N Pielawski, E Breznik, J Öfverstedt, J Lu, C Wählby, J Lindblad, ...
" The Power of Women in Deep Learning" Workshop at the" Mathematics of deep …, 2021
2021
Comir: Contrastive multimodal image representation for registration
E Wetzer, N Pielawski, J Öfverstedt, J Lu, C Wählby, J Lindblad, N Sladoje
German Conference on Pattern Recognition, 2021
2021
Registration of Multimodal Microscopy Images using CoMIR–learned structural image representations
E Wetzer, N Pielawski, J Öfverstedt, J Lu, C Wählby, J Lindblad, N Sladoje
COMULIS Conference, 2021
2021
Cross-modal Representation Learning for Efficient Registration of Multiphoton and Brightfield Microscopy Images of Skin Tissue
E Wetzer, N Pielawski, J Öfverstedt, L Jiahao, J Lindblad, A Dumitru, ...
4th NEUBIAS Conference, Bordeaux, France, Feb 29-Mar 6, 2020, 2020
2020
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