RNDr. David Wiesner, Ph.D.

2024

• Generative modeling of living cells with SO(3)-equivariant implicit neural representations

  WIESNER David SUK Julian DUMMER Sven NEČASOVÁ Tereza VLADIMÍR Ulman SVOBODA David WOLTERINK Jelmer

  Article in Periodical

  Medical Image Analysis, year: 2024, volume: 2024, edition: 91, DOI

2023

• Segmentation and Tracking of Mammary Epithelial Organoids in Brightfield Microscopy

  HRADECKÁ Lucia WIESNER David SUMBAL Jakub SUMBALOVÁ KOLEDOVÁ Zuzana MAŠKA Martin

  Article in Periodical

  IEEE Transactions on Medical Imaging, year: 2023, volume: 42, edition: 1, DOI

• Spatiotemporal cell surface generator

  WIESNER David SUK Julian

  Year: 2023

2022

• Implicit Neural Representations for Generative Modeling of Living Cell Shapes

  WIESNER David SUK Julian DUMMER Sven SVOBODA David WOLTERINK Jelmer

  Article in Proceedings

  International Conference on Medical Image Computing and Computer Assisted Intervention, year: 2022

• Review of cell image synthesis for image processing

  ULMAN Vladimír WIESNER David

  Chapter of a book

  Biomedical Image Synthesis and Simulation - Methods and Applications, edition: Vyd. 1st ed., year: 2022, number of pages: 43 s.

2021

• Transfer Learning in Optical Microscopy

  KOZLOVSKÝ Martin WIESNER David SVOBODA David

  Article in Proceedings

  Simulation and Synthesis in Medical Imaging, year: 2021

2019

• CytoPacq: A web-interface for simulating multi-dimensional cell imaging

  WIESNER David SVOBODA David MAŠKA Martin KOZUBEK Michal

  Article in Periodical

  Bioinformatics, year: 2019, volume: 35, edition: 21, DOI

• On Generative Modeling of Cell Shape Using 3D GANs

  WIESNER David NEČASOVÁ Tereza SVOBODA David

  Article in Proceedings

  Image Analysis and Processing – ICIAP 2019, year: 2019

• Toward Robust Fully 3D Filopodium Segmentation and Tracking in Time-Lapse Fluorescence Microscopy

  MAŠKA Martin NEČASOVÁ Tereza WIESNER David SOROKIN Dmitry PETERLÍK Igor ULMAN Vladimír SVOBODA David

  Article in Proceedings

  26th IEEE International Conference on Image Processing, year: 2019