Annotated Biomedical Video Generation using Denoising Diffusion
Probabilistic Models and Flow Fields

Annotated Biomedical Video Generation using Denoising Diffusion Probabilistic Models and Flow Fields

26 March 2024

Rüveyda Yilmaz

Dennis Eschweiler

Johannes Stegmaier

ArXiv (abs)PDF HTML

Papers citing "Annotated Biomedical Video Generation using Denoising Diffusion Probabilistic Models and Flow Fields"

10 / 10 papers shown

Title
A Pragmatic Note on Evaluating Generative Models with Fréchet Inception Distance for Retinal Image Synthesis Yuli Wu Fucheng Liu Rüveyda Yilmaz Henning Konermann Peter Walter Johannes Stegmaier EGVM MedIm 116 2 0 24 Feb 2025
Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation Yuli Wu Weidong He Dennis Eschweiler Ningxin Dou Zixin Fan Shengli Mi Peter Walter Johannes Stegmaier MedIm DiffM 75 3 0 09 Nov 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 59 19 0 02 Jan 2023
Diffusion Probabilistic Models beat GANs on Medical Images Gustav Muller-Franzes J. Niehues Firas Khader Soroosh Tayebi Arasteh Christoph Haarburger ... Tian Wang T. Han S. Nebelung Jakob Nikolas Kather Daniel Truhn DiffM MedIm 61 101 0 14 Dec 2022
Graph Neural Network for Cell Tracking in Microscopy Videos Tal Ben-Haim Tammy Riklin-Raviv 48 30 0 09 Feb 2022
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 268 7,938 0 11 May 2021
Virtual staining for mitosis detection in Breast Histopathology Caner Mercan Germonda Reijnen-Mooij David Tellez Martin J. Lotz Nick Weiss Marcel van Gerven F. Ciompi MedIm 37 37 0 17 Mar 2020
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 119 1,578 0 14 Sep 2018
Microscopy Cell Segmentation via Convolutional LSTM Networks Assaf Arbelle Tammy Riklin-Raviv 61 73 0 29 May 2018
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 312 7,016 0 12 Mar 2015

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