Noise2Void - Learning Denoising From Single Noisy Images

• Self-supervised image restoration in coherent X-ray neuronal microscopy

  2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Physics and Astronomy Advanced X-ray Imaging Techniques Open access

  8

  citations
• Unleashing the Power of Self-Supervised Image Denoising: A Comprehensive Review

  2025 SSRN Electronic Journal preprint Computer Science Image and Signal Denoising Methods Open access

  2

  citations
• PENGUIN: A rapid and efficient image preprocessing tool for multiplexed spatial proteomics

  2024 Computational and Structural Biotechnology Journal article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  13

  citations
• Plasmacytoid dendritic cells control homeostasis of megakaryopoiesis

  2024 Nature article Medicine Platelet Disorders and Treatments Open access

  40

  citations
• PENGUIN: A rapid and efficient image preprocessing tool for multiplexed spatial proteomics

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques

  3

  citations
• The shapes of elongating gastruloids are consistent with convergent extension driven by a combination of active cell crawling and differential adhesion

  2024 PLoS Computational Biology article Biochemistry, Genetics and Molecular Biology Developmental Biology and Gene Regulation Open access

  24

  citations
• Community-developed checklists for publishing images and image analyses

  2023 Nature Methods article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  94

  citations
• A combination of convergent extension and differential adhesion explains the shapes of elongating gastruloids

  2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Developmental Biology and Gene Regulation Open access

  2

  citations
• Deep denoising for multi-dimensional synchrotron X-ray tomography without high-quality reference data

  2021 Scientific Reports article Computer Science Image and Signal Denoising Methods Open access

  51

  citations
• Deep learning-based denoising for improved dose efficiency in EDX tomography of nanoparticles

  2021 Nanoscale article Biochemistry, Genetics and Molecular Biology Advanced Electron Microscopy Techniques and Applications Open access

  28

  citations
• Noise2Inverse: Self-Supervised Deep Convolutional Denoising for Tomography

  2020 IEEE Transactions on Computational Imaging article Computer Science Image and Signal Denoising Methods Open access cited by 9 patents

  146

  citations

11 results