3D fluorescence microscopy data synthesis for segmentation and benchmarking

21 July 2021

Papers citing "3D fluorescence microscopy data synthesis for segmentation and benchmarking"

7 / 7 papers shown

Title
Improving 3D deep learning segmentation with biophysically motivated cell synthesis Roman Bruch Mario Vitacolonna Elina Nurnberg Simeon Sauer Rüdiger Rudolf Markus Reischl 27 2 0 29 Aug 2024
AnyStar: Domain randomized universal star-convex 3D instance segmentation Neel Dey S. M. Abulnaga Benjamin Billot Esra Abaci Turk P. E. Grant Adrian V. Dalca Polina Golland MedIm 33 10 0 13 Jul 2023
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 28 19 0 02 Jan 2023
Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Generation Firas Khader Gustav Mueller-Franzes Soroosh Tayebi Arasteh T. Han Christoph Haarburger ... Johannes Stegmaier Christiane Kuhl S. Nebelung Jakob Nikolas Kather Daniel Truhn DiffM MedIm 14 65 0 07 Nov 2022
Robust 3D Cell Segmentation: Extending the View of Cellpose Dennis Eschweiler Richard S. Smith Johannes Stegmaier 19 20 0 03 May 2021
Spherical Harmonics for Shape-Constrained 3D Cell Segmentation Dennis Eschweiler Malte Rethwisch Simon Koppers Johannes Stegmaier 16 9 0 23 Oct 2020
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 195 5,175 0 16 Sep 2016