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Showing 2023Show all
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q-bio.QM2023★ 26 cited
Microscopy image reconstruction with physics-informed denoising diffusion probabilistic model
Rui Li, Gabriel della Maggiora, Vardan Andriasyan +4
Light microscopy is a widespread and inexpensive imaging technique facilitating biomedical discovery and diagnostics. However, light diffraction barrier and imperfections in optics…
cs.CV2023★ 204 cited
Understanding metric-related pitfalls in image analysis validation
Annika Reinke, Minu D. Tizabi, Michael Baumgartner +75
Validation metrics are key for the reliable tracking of scientific progress and for bridging the current chasm between artificial intelligence (AI) research and its translation int…