Microscopy image reconstruction with physics-informed denoising diffusion probabilistic model

Rui Li; Gabriel della Maggiora; Vardan Andriasyan; Anthony Petkidis; Artsemi Yushkevich; Nikita Deshpande; Mikhail Kudryashev; Artur Yakimovich

doi:10.1038/s44172-024-00331-z

JOURNAL ARTICLE

Microscopy image reconstruction with physics-informed denoising diffusion probabilistic model

Rui Li Gabriel della Maggiora Vardan Andriasyan Anthony Petkidis Artsemi Yushkevich Nikita Deshpande Mikhail Kudryashev Artur Yakimovich

Year: 2024 Journal: Communications Engineering Vol: 3 (1)Pages: 186-186

DOI: 10.1038/s44172-024-00331-z

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Keywords:

Probabilistic logic Image denoising Noise reduction Diffusion Microscopy Statistical physics Image (mathematics) Computer science Artificial intelligence Medical physics Computer vision Physics Optics

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Topics

Advanced X-ray Imaging Techniques

Physical Sciences → Physics and Astronomy → Radiation

Advanced Electron Microscopy Techniques and Applications

Life Sciences → Biochemistry, Genetics and Molecular Biology → Structural Biology

Advanced Fluorescence Microscopy Techniques

Life Sciences → Biochemistry, Genetics and Molecular Biology → Biophysics

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