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Estimating weak ratiometric signals in imaging data I. Dual-channel data

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dc.contributor.author Broder, J en
dc.contributor.author Majumder, A en
dc.contributor.author Porter, E en
dc.contributor.author Srinivasamoorthy, G en
dc.contributor.author Keith, C en
dc.contributor.author Lauderdale, J en
dc.contributor.author Sornborger, A en
dc.date.accessioned 2014-06-06T06:47:23Z
dc.date.available 2014-06-06T06:47:23Z
dc.date.issued 2007 en
dc.identifier.issn 10847529 en
dc.identifier.uri http://dx.doi.org/10.1364/JOSAA.24.002921 en
dc.identifier.uri http://62.217.125.90/xmlui/handle/123456789/3558
dc.subject.other Dual-wavelength measurements en
dc.subject.other Ratiometric fluorescent indicators en
dc.subject.other Biology en
dc.subject.other Fluorescence en
dc.subject.other Optimization en
dc.subject.other Physiology en
dc.subject.other Pixels en
dc.subject.other Signal to noise ratio en
dc.subject.other Statistical optics en
dc.subject.other Optical data processing en
dc.subject.other calcium en
dc.subject.other fluorescent dye en
dc.subject.other animal en
dc.subject.other article en
dc.subject.other cell strain en
dc.subject.other comparative study en
dc.subject.other confocal microscopy en
dc.subject.other metabolism en
dc.subject.other rat en
dc.subject.other signal processing en
dc.subject.other statistical model en
dc.subject.other time en
dc.subject.other Animals en
dc.subject.other Calcium en
dc.subject.other Fluorescent Dyes en
dc.subject.other Microscopy, Confocal en
dc.subject.other Models, Statistical en
dc.subject.other PC12 Cells en
dc.subject.other Rats en
dc.subject.other Signal Processing, Computer-Assisted en
dc.subject.other Time Factors en
dc.title Estimating weak ratiometric signals in imaging data I. Dual-channel data en
heal.type journalArticle en
heal.identifier.primary 10.1364/JOSAA.24.002921 en
heal.publicationDate 2007 en
heal.abstract Ratiometric fluorescent indicators are becoming increasingly prevalent in many areas of biology. They are used for making quantitative measurements of intracellular free calcium both in vitro and in vivo, as well as measuring membrane potentials, pH, and other important physiological variables of interest to researchers in many subfields. Often, functional changes in the fluorescent yield of ratiometric indicators are small, and the signal-to-noise ratio (SNR) is of order unity or less. In particular, variability in the denominator of the ratio can lead to very poor ratio estimates. We present a statistical optimization method for objectively detecting and estimating ratiometric signals in dual-wavelength measurements of fluorescent, ratiometric indicators that improves on standard methods. With the use of an appropriate statistical model for ratiometric signals and by taking the pixel-pixel covariance of an imaging dataset into account, we are able to extract user-independent spatiotemporal information that retains high resolution in both space and time. © 2007 Optical Society of America. en
heal.journalName Journal of the Optical Society of America A: Optics and Image Science, and Vision en
dc.identifier.issue 9 en
dc.identifier.volume 24 en
dc.identifier.doi 10.1364/JOSAA.24.002921 en
dc.identifier.spage 2921 en
dc.identifier.epage 2931 en


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