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Deep Learning in Image Cytometry: A Review. [PDF]
Cytometry A, 2019 AbstractArtificial intelligence, deep convolutional neural networks, and deep learning are all niche terms that are increasingly appearing in scientific presentations as well as in the general media. In this review, we focus on deep learning and how it is applied to microscopy image data of cells and tissue samples.
Gupta A +11 more
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Levitational Image Cytometry with Temporal Resolution. [PDF]
Adv Mater, 2015 A simple, yet powerful magnetic-levitation-based device is reported for real-time, label-free separation, as well as high-resolution monitoring of cell populations based on their unique magnetic and density signatures. This method allows a wide variety of cellular processes to be studied, accompanied by transient or permanent changes in cells ...
Tasoglu S +6 more
europepmc +5 more sources
Image cytometry protocols. [PDF]
J Histochem Cytochem, 2013 Van Noorden CJ, Chieco P.
europepmc +5 more sources
Cytometry Part A, 2017 AbstractImaging Mass Cytometry (IMC) is an expansion of mass cytometry, but rather than analyzing single cells in suspension, it uses laser ablation to generate plumes of particles that are carried to the mass cytometer by a stream of inert gas. Images reconstructed from tissue sections scanned by IMC have a resolution comparable to light microscopy ...
Vladimir Baranov +5 more
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DNA image cytometry on sections as compared with image cytometry on smears and flow cytometry in melanoma [PDF]
Cytometry, 1996 DNA measurements of 130 melanomas were carried out by flow cytometry (FCM) and image cytometry (ICM). ICM was applied to cytological preparations of fresh material (cICM) and to sections of formalin-fixed paraffin embedded tissue (sICM). The DNA ploidy, the DNA index of G0/G1 peaks (DI), and the proliferation index (PI) were used to compare all the ...
W. Wohlrab, T. Klapperstück
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Flow Cytometry II: Mass and Imaging Cytometry [PDF]
Journal of Investigative Dermatology, 2015 Correction to: Journal of Investigative Dermatology (2015) 135, e36; doi:10.1038/id.2015 ...
Richard R. Jahan-Tigh +3 more
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Dictionary-enhanced imaging cytometry [PDF]
Scientific Reports, 2017 AbstractState-of-the-art high-throughput microscopes are now capable of recording image data at a phenomenal rate, imaging entire microscope slides in minutes. In this paper we investigate how a large image set can be used to perform automated cell classification and denoising.
Antony Orth +3 more
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High content image-based cytometry as a tool for nuclear fingerprinting [PDF]
, 2008 Cytomics aims at understanding the functional relationships between cellular phenotypes (cytome) and metabolic pathways (proteome) that result from a combination of genetically defined mechanisms (genome) and environmental conditions [1,2]. Although flow-
De Vos, Winnok +3 more
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Hybrid dispersion laser scanner. [PDF]
, 2012 Laser scanning technology is one of the most integral parts of today's scientific research, manufacturing, defense, and biomedicine. In many applications, high-speed scanning capability is essential for scanning a large area in a short time and multi ...
Adam, J +14 more
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Innovations in image cytometry [PDF]
Cytometry Part A, 2012 WHEN it comes to Cytometry, the quantitative biology of single cells, it should not be forgotten that historically, microscopy and imaging are the mothers of cytometry and flow cytometry is just another way of imaging individual cells. Both image and flow cytometry have made great advances in the last few decades.
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