CellCycleGAN: Spatiotemporal Microscopy Image Synthesis of Cell
Populations using Statistical Shape Models and Conditional GANs

v1v2 (latest)

CellCycleGAN: Spatiotemporal Microscopy Image Synthesis of Cell Populations using Statistical Shape Models and Conditional GANs

22 October 2020

Dennis Eschweiler

Anuk Bhattacharyya

Daniel Moreno-Andrés

Wolfram Antonin

Johannes Stegmaier

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Papers citing "CellCycleGAN: Spatiotemporal Microscopy Image Synthesis of Cell Populations using Statistical Shape Models and Conditional GANs"

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Title
SynCellFactory: Generative Data Augmentation for Cell Tracking Moritz Sturm Lorenzo Cerrone Fred A. Hamprecht 74 4 0 25 Apr 2024
Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Data Sets Dennis Eschweiler Rüveyda Yilmaz Matisse Baumann Ina Laube Rijo Roy Abin Jose Daniel Brückner Johannes Stegmaier DiffM MedIm 79 20 0 02 Jan 2023
Implicit Neural Representations for Generative Modeling of Living Cell Shapes David Wiesner Julian Suk Sven Dummer D. Svoboda J. Wolterink 3DV MedIm 80 13 0 13 Jul 2022
3D fluorescence microscopy data synthesis for segmentation and benchmarking Dennis Eschweiler Malte Rethwisch Mareike Jarchow Simon Koppers Johannes Stegmaier 3DV MedIm 81 16 0 21 Jul 2021