PhaseStain: the digital staining of label-free quantitative phase microscopy images using deep learning

scientific article published on 06 February 2019

PhaseStain: the digital staining of label-free quantitative phase microscopy images using deep learning is …
instance of (P31):
scholarly articleQ13442814

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P818arXiv ID1807.07701
P6179Dimensions Publication ID1111907384
P356DOI10.1038/S41377-019-0129-Y
P932PMC publication ID6363787
P698PubMed publication ID30728961

P50authorYibo ZhangQ89108709
Yair RivensonQ91106807
Aydoğan ÖzcanQ56230567
P2093author name stringZhensong Wei
Tairan Liu
Kevin de Haan
P2860cites workDeep Learning Enhanced Mobile-Phone MicroscopyQ60501630
Wide-field tissue polarimetry allows efficient localized mass spectrometry imaging of biological tissuesQ61901944
Virtual histological staining of unlabelled tissue-autofluorescence images via deep learningQ62776217
Deep learning massively accelerates super-resolution localization microscopyQ88368591
Sickle cell disease diagnosis based on spatio-temporal cell dynamics analysis using 3D printed shearing digital holographic microscopyQ88817449
Phase recovery and holographic image reconstruction using deep learning in neural networksQ92159163
U-Net: Convolutional Networks for Biomedical Image SegmentationQ104451999
Deep learning reconstruction of ultrashort pulsesQ105428995
Propagation phasor approach for holographic image reconstructionQ27333920
Deep Learning in Label-free Cell ClassificationQ27347513
A Computational Approach to Edge DetectionQ29029687
Dual-interference-channel quantitative-phase microscopy of live cell dynamicsQ30497171
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Wide-field computational imaging of pathology slides using lens-free on-chip microscopyQ35529122
Tissue refractive index as marker of diseaseQ35571561
Quantitative differential phase contrast imaging in an LED array microscopeQ35630010
Virtual Hematoxylin and Eosin Transillumination Microscopy Using Epi-Fluorescence ImagingQ36097343
Preparation of Formalin-fixed Paraffin-embedded Tissue Cores for both RNA and DNA ExtractionQ36119886
Automated Detection of P. falciparum Using Machine Learning Algorithms with Quantitative Phase Images of Unstained CellsQ36135734
Imaging without lenses: achievements and remaining challenges of wide-field on-chip microscopyQ36336814
A survey on deep learning in medical image analysisQ38646751
Simultaneous amplitude-contrast and quantitative phase-contrast microscopy by numerical reconstruction of Fresnel off-axis hologramsQ39837882
Quantitative phase microscopy spatial signatures of cancer cells.Q40462401
Holographic deep learning for rapid optical screening of anthrax sporesQ41257374
Maskless imaging of dense samples using pixel super-resolution based multi-height lensfree on-chip microscopyQ42091095
Reflective interferometric chamber for quantitative phase imaging of biological sample dynamicsQ42588055
High-precision microscopic phase imaging without phase unwrapping for cancer cell identificationQ45393003
Fast and robust multiframe super resolutionQ46083307
Edge sparsity criterion for robust holographic autofocusingQ48534542
Hilbert phase microscopy for investigating fast dynamics in transparent systems.Q50764134
Scattering-phase theorem.Q51580446
Rapid intraoperative histology of unprocessed surgical specimens via fibre-laser-based stimulated Raman scattering microscopyQ57154107
Extended depth-of-field in holographic imaging using deep-learning-based autofocusing and phase recoveryQ57541040
Deep learning microscopyQ57541047
Deep learning enables cross-modality super-resolution in fluorescence microscopyQ60501623
P4510describes a project that usesdeep learningQ197536
P433issue1
P407language of work or nameEnglishQ1860
P921main subjectdeep learningQ197536
P304page(s)23
P577publication date2019-02-06
P1433published inLight: Science & ApplicationsQ29310572
P1476titlePhaseStain: the digital staining of label-free quantitative phase microscopy images using deep learning
P478volume8

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cites work (P2860)
Q90912533Computational cytometer based on magnetically modulated coherent imaging and deep learning
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Q91809929Fast stimulated Raman and second harmonic generation imaging for intraoperative gastro-intestinal cancer detection
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Q103826089VISTA: VIsual Semantic Tissue Analysis for pancreatic disease quantification in murine cohorts

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