RNDr. David Wiesner, Ph.D.
Research specialist, Centre for Biomedical Image Analysis
Total number of publications: 9
2024
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Generative modeling of living cells with SO(3)-equivariant implicit neural representations
Medical Image Analysis, year: 2024, volume: 2024, edition: 91, DOI
2023
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Segmentation and Tracking of Mammary Epithelial Organoids in Brightfield Microscopy
IEEE Transactions on Medical Imaging, year: 2023, volume: 42, edition: 1, DOI
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Spatiotemporal cell surface generator
Year: 2023
2022
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Implicit Neural Representations for Generative Modeling of Living Cell Shapes
International Conference on Medical Image Computing and Computer Assisted Intervention, year: 2022
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Review of cell image synthesis for image processing
Biomedical Image Synthesis and Simulation - Methods and Applications, edition: Vyd. 1st ed., year: 2022, number of pages: 43 s.
2021
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Transfer Learning in Optical Microscopy
Simulation and Synthesis in Medical Imaging, year: 2021
2019
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CytoPacq: A web-interface for simulating multi-dimensional cell imaging
Bioinformatics, year: 2019, volume: 35, edition: 21, DOI
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On Generative Modeling of Cell Shape Using 3D GANs
Image Analysis and Processing – ICIAP 2019, year: 2019
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Toward Robust Fully 3D Filopodium Segmentation and Tracking in Time-Lapse Fluorescence Microscopy
26th IEEE International Conference on Image Processing, year: 2019