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Papers matching “deep learning denoising” 45

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Diffusion MRI Anomaly Detection in Glioma Patients
2023 Research Square preprint Neuroscience Brain Tumor Detection and Classification Open access

Leon Weninger, Jarek Ecke, Kerstin Jütten, Hans Clusmann, Martin Wiesmann, Dorit Merhof

0

citations
Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation
2024 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Medicine Retinal Imaging and Analysis

Yuli Wu, Weidong He, Dennis Eschweiler, Ningxin Dou, Zixin Fan, Shengli Mi, +2 more

7

citations
Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation
2023 arXiv (Cornell University) preprint Medicine Retinal Imaging and Analysis Open access

Yuli Wu, Weidong He, Dennis Eschweiler, Ningxin Dou, Zixin Fan, Shengli Mi, +2 more

0

citations
Diffusion Based Unpaired Data Learning for Inverse Problems
2026 arXiv (Cornell University) preprint Computer Science Image and Signal Denoising Methods Open access

Chenglong Bao, Yiming Dang, Chenguang Duan, Yuling Jiao, Defeng Sun

0

citations
Denoising diffusion probabilistic models for generation of realistic fully-annotated microscopy image datasets
2024 PLoS Computational Biology article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

Dennis Eschweiler, Rüveyda Yilmaz, Matisse Baumann, Ina Laube, Rijo Roy, Abin Jose, +2 more

33

citations
Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Data Sets
2023 RWTH Publications (RWTH Aachen) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

Dennis Eschweiler

3

citations
Annotated Biomedical Video Generation using Denoising Diffusion Probabilistic Models and Flow Fields
2024 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

Rüveyda Yilmaz, Dennis Eschweiler, Johannes Stegmaier

0

citations
Identification of electrical rotational activity in noisy cardiac tissue recordings using a deep neural network
2022 EP Europace article Medicine Cardiac electrophysiology and arrhythmias

Tim De Coster, Nina Kudryashova, Georgy Derevyanko, AAF De Vries, DA Pijnappels, AV Panfilov

2

citations
Brightness Invariant Deep Spectral Super-Resolution
2020 Sensors article Physics and Astronomy Color Science and Applications Open access

Tarek Stiebel, Dorit Merhof

6

citations
LoDoInd: A Benchmark Low-dose Industrial CT Dataset - 3 of 3
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Image and Signal Denoising Methods Open access

Jiayang Shi, Omar Elkilany, Alexander Suppes, Daniël M. Pelt, Kees Joost Batenburg

0

citations
LoDoInd: A Benchmark Low-dose Industrial CT Dataset - 3 of 3
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Image and Signal Denoising Methods Open access

Jiayang Shi, Omar Elkilany, Alexander Suppes, Daniël M. Pelt, Kees Joost Batenburg

0

citations
LoDoInd: A Benchmark Low-dose Industrial CT Dataset - 1 of 3
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Image and Signal Denoising Methods Open access

Jiayang Shi, Omar Elkilany, Alexander Suppes, Daniël M. Pelt, Kees Joost Batenburg

0

citations
LoDoInd: A Benchmark Low-dose Industrial CT Dataset - 2 of 3
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Image and Signal Denoising Methods Open access

Jiayang Shi, Omar Elkilany, Alexander Suppes, Daniël M. Pelt, Kees Joost Batenburg

0

citations
LoDoInd: A Benchmark Low-dose Industrial CT Dataset - 2 of 3
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Image and Signal Denoising Methods Open access

Jiayang Shi, Omar Elkilany, Alexander Suppes, Daniël M. Pelt, Kees Joost Batenburg

0

citations
LoDoInd: A Benchmark Low-dose Industrial CT Dataset - 1 of 3
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Image and Signal Denoising Methods Open access

Jiayang Shi, Omar Elkilany, Alexander Suppes, Daniël M. Pelt, Kees Joost Batenburg

0

citations
Assessment of data consistency through cascades of independently recurrent inference machines for fast and robust accelerated MRI reconstruction
2022 Physics in Medicine and Biology article Medicine Advanced MRI Techniques and Applications Open access

Dimitrios Karkalousos, Samantha Noteboom, Hanneke E. Hulst, Franciscus M. Vos, Matthan W.A. Caan

13

citations
Leveraging Generative Models for ASI-based Solar Nowcasting
2024 conference-abstract Computer Science Solar Radiation and Photovoltaics Open access

Yann Fabel, Dominik Schnaus, Stefan Wilbert, Niklas Benedikt Blum, Luis Fernando Zarzalejo, Julia Kowalski, +1 more

0

citations
(Invited) Integrating Multimodal Imaging with Diffusion Models for Advanced Battery Characterization
2025 ECS Meeting Abstracts conference-abstract Engineering Battery Modeling and Management

Thorsten Tegetmeyer-Kleine, Dirk Uwe Sauer, Weihan Li

0

citations
Diffusion and Flow Matching Models for Tabular Data: A Survey
2025 arXiv (Cornell University) preprint Computer Science Generative Adversarial Networks and Image Synthesis Open access

Zhong Li, Qi Huang, Lincen Yang, Yang Zhao, Bas van Stein, Thomas Bäck, +1 more

18

citations
An automated cell-tracking pipeline for the analysis of neutrophil dynamics
2026 Frontiers in Bioinformatics article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

Chen Li, Wilson W.C. Yiu, Wanbin Hu, Herman P. Spaink, Lu Cao, Fons J. Verbeek

0

citations