Research map: Deep unfolding blind source unmixing for multicolor fluorescence imaging

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  1. A Survey on Transfer Learning · Sinno Jialin Pan · 2009 · 23884 citations · Cited by this paper
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  21. A versatile deep learning architecture for classification and label-free prediction of hyperspectral images · Bryce Manifold · 2021 · 159 citations · Cited by this paper
  22. Multispectral Imaging Fluorescence Microscopy for Living Cells. · Yasushi Hiraoka · 2002 · 158 citations · Cited by this paper
  23. Blind Source Separation Techniques for the Decomposition of Multiply Labeled Fluorescence Images · Richard A. Neher · 2009 · 145 citations · Cited by this paper
  24. PICASSO allows ultra-multiplexed fluorescence imaging of spatially overlapping proteins without reference spectra measurements · Junyoung Seo · 2022 · 116 citations · Cited by this paper
  25. Excitation spectral microscopy for highly multiplexed fluorescence imaging and quantitative biosensing · Kun Chen · 2021 · 87 citations · Cited by this paper
  26. Robust blind spectral unmixing for fluorescence microscopy using unsupervised learning · Tristan D. McRae · 2019 · 83 citations · Cited by this paper
  27. Emission spectra profiling of fluorescent proteins in living plant cells · Evelien Mylle · 2013 · 78 citations · Cited by this paper
  28. Phasor-based hyperspectral snapshot microscopy allows fast imaging of live, three-dimensional tissues for biomedical applications · Per Niklas Hedde · 2021 · 65 citations · Cited by this paper
  29. Multispectral Live‐Cell Imaging · Sarah Cohen · 2018 · 45 citations · Cited by this paper
  30. UNMIX-ME: spectral and lifetime fluorescence unmixing via deep learning · Jason T. Smith · 2020 · 45 citations · Cited by this paper
  31. NMF-RI: blind spectral unmixing of highly mixed multispectral flow and image cytometry data · Daniel Jiménez‐Sánchez · 2019 · 34 citations · Cited by this paper
  32. Cell cycle–independent integration of stress signals by Xbp1 promotes Non-G1/G0 quiescence entry · Orlando Argüello‐Miranda · 2021 · 22 citations · Cited by this paper
  33. Simultaneous Multicolor Multifocal Scanning Microscopy · Kyungduck Yoon · 2023 · 18 citations · Cited by this paper
  34. Semi-blind sparse affine spectral unmixing of autofluorescence-contaminated micrographs · Blair J. Rossetti · 2019 · 17 citations · Cited by this paper
  35. SUFI: an automated approach to spectral unmixing of fluorescent multiplex images captured in mouse and post-mortem human brain tissues · Vijay Sadashivaiah · 2023 · 17 citations · Cited by this paper
  36. Interpretable model-driven projected gradient descent network for high-quality fDOT reconstruction · Yongzhou Hua · 2022 · 14 citations · Cited by this paper
  37. AutoUnmix: an autoencoder-based spectral unmixing method for multi-color fluorescence microscopy imaging · Yuan Ying Jiang · 2023 · 14 citations · Cited by this paper
  38. Unmixing biological fluorescence image data with sparse and low-rank Poisson regression · Ruogu Wang · 2023 · 13 citations · Cited by this paper
  39. Supercontinuum-tailoring multicolor imaging reveals spatiotemporal dynamics of heterogeneous tumor evolution · Xiujuan Gao · 2024 · 12 citations · Cited by this paper

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