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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 Bähr
Dennis Eschweiler
Anuk Bhattacharyya
Daniel Moreno-Andrés
Wolfram Antonin
Johannes Stegmaier
    MedIm
ArXiv (abs)PDFHTML

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

4 / 4 papers shown
Title
SynCellFactory: Generative Data Augmentation for Cell Tracking
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
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
DiffMMedIm
79
20
0
02 Jan 2023
Implicit Neural Representations for Generative Modeling of Living Cell
  Shapes
Implicit Neural Representations for Generative Modeling of Living Cell Shapes
David Wiesner
Julian Suk
Sven Dummer
D. Svoboda
J. Wolterink
3DVMedIm
80
13
0
13 Jul 2022
3D fluorescence microscopy data synthesis for segmentation and
  benchmarking
3D fluorescence microscopy data synthesis for segmentation and benchmarking
Dennis Eschweiler
Malte Rethwisch
Mareike Jarchow
Simon Koppers
Johannes Stegmaier
3DVMedIm
81
16
0
21 Jul 2021
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