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Multi-Channel Feature Extraction for Virtual Histological Staining of Photon Absorption Remote Sensing Images
Experimental results reveal that specific combinations of features outperform the conventional channels by improving the labeling of tissue structures prior to model training.
Automated Whole Slide Imaging for Label-Free Histology using Photon Absorption Remote Sensing Microscopy
The field of histology relies heavily on antiquated tissue processing and staining techniques that limit the efficiency of pathologic diagnoses of cancer and other diseases.
Virtual Histological Staining of Label-Free Total Absorption Photoacoustic Remote Sensing (TA-PARS)
We use a Pix2Pix generative adversarial network (GAN) to develop visualizations analogous to H&E staining from label-free TA-PARS images.
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