Hello- I am looking for advice on whether I can correct microscope images for variations in lamp filament temperature when analyzing slides for stain intensity. In a first batch of slides, the background was white, the (unstained) tissue was tan and the stain blue. Using the Landini thresholding plugin to select for blue hues followed by measuring the mean saturation worked well. However, in a second batch of slides - which were intended to be combined with the first in the analysis - the slide background and the unstained tissue are a yellowish color and the stain hues are in the blue-magenta region. That creates a problem in separating the tissue from the background, and also the mean saturation of the hues attributable to the stain are different from the first batch. Is there a good way to correct for lighting variation in these two image sets, that would allow an accurate and consistent stain intensity to be quantified?
Thanks for any advice! |
Switch to LED illumination.
Rich Richard Cole Research Scientist V Director: Advanced Light Microscopy Core Unit Wadsworth Center Research Assistant Professor Dept. of Biomedical Sciences School of Public Health State University of New York P.O. Box 509 Albany N.Y. 12201-0509 518-474-7048 Phone 518-474-4430 Fax Email [hidden email] Website www.wadsworth.org/cores/alm/index.htm -----Original Message----- From: ImageJ Interest Group [mailto:[hidden email]] On Behalf Of Kathleen McMillan Sent: Thursday, June 02, 2011 2:04 PM To: [hidden email] Subject: lamp temperature Hello- I am looking for advice on whether I can correct microscope images for variations in lamp filament temperature when analyzing slides for stain intensity. In a first batch of slides, the background was white, the (unstained) tissue was tan and the stain blue. Using the Landini thresholding plugin to select for blue hues followed by measuring the mean saturation worked well. However, in a second batch of slides - which were intended to be combined with the first in the analysis - the slide background and the unstained tissue are a yellowish color and the stain hues are in the blue-magenta region. That creates a problem in separating the tissue from the background, and also the mean saturation of the hues attributable to the stain are different from the first batch. Is there a good way to correct for lighting variation in these two image sets, that would allow an accurate and consistent stain intensity to be quantified? Thanks for any advice! IMPORTANT NOTICE: This e-mail and any attachments may contain confidential or sensitive information which is, or may be, legally privileged or otherwise protected by law from further disclosure. It is intended only for the addressee. If you received this in error or from someone who was not authorized to send it to you, please do not distribute, copy or use it or any attachments. Please notify the sender immediately by reply e-mail and delete this from your system. Thank you for your cooperation. |
In reply to this post by Kathleen McMillan
At the risk of blowing my own, old horn, plates 20-21 of a powerpoint
tutorial I presented at the Microscopy Meetings in '08 disscuss the issue of white balance, and provide a manual way of doing it. http://imagej.nih.gov/ij/docs/examples/IJ-M&M08.ppt I am not aware of a plugin or macro for that purpose, although it should be relatively easy to implement. Joel On Thu, Jun 2, 2011 at 2:04 PM, Kathleen McMillan < [hidden email]> wrote: > Hello- I am looking for advice on whether I can correct microscope images > for variations in lamp filament temperature when analyzing slides for stain > intensity. In a first batch of slides, the background was white, the > (unstained) tissue was tan and the stain blue. Using the Landini > thresholding plugin to select for blue hues followed by measuring the mean > saturation worked well. However, in a second batch of slides - which were > intended to be combined with the first in the analysis - the slide > background and the unstained tissue are a yellowish color and the stain hues > are in the blue-magenta region. That creates a problem in separating the > tissue from the background, and also the mean saturation of the hues > attributable to the stain are different from the first batch. Is there a > good way to correct for lighting variation in these two image sets, that > would allow an accurate and consistent stain intensity to be quantified? > > Thanks for any advice! > -- Joel B. Sheffield, Ph.D Department of Biology Temple University Philadelphia, PA 19122 Voice: 215 204 8839 e-mail: [hidden email] URL: http://astro.temple.edu/~jbs |
In reply to this post by Kathleen McMillan
That sounds like a really tricky problem. I highly doubt that there is an easy solution. The only things that I can think of is perhaps somehow normalizing colors across images by creating a custom plugin: http://imagej.588099.n2.nabble.com/help-on-normalizing-background-across-pictures-td4893699.html If you think it's because of uneven lighting, perhaps, you could split the color channels, perform intensity corrections (using rolling ball/flatfield), and then merge them back together: http://www.macbiophotonics.ca/imagej/image_intensity_proce.htm One last idea is that you could increase the threshold range to pick up colors from blue to blue-magenta (aka not be as selective about the regions that are automatically chosen). |
In reply to this post by Kathleen McMillan
On Thursday 02 Jun 2011 19:04:27 you wrote:
> Hello- I am looking for advice on whether I can correct microscope images > for variations in lamp filament temperature when analyzing slides for > stain intensity. In a first batch of slides, the background was white, the > (unstained) tissue was tan and the stain blue. Using the Landini > thresholding plugin to select for blue hues followed by measuring the mean > saturation worked well. However, in a second batch of slides - which were > intended to be combined with the first in the analysis - the slide > background and the unstained tissue are a yellowish color and the stain > hues are in the blue-magenta region. That creates a problem in separating > the tissue from the background, and also the mean saturation of the hues > attributable to the stain are different from the first batch. Is there a > good way to correct for lighting variation in these two image sets, that > would allow an accurate and consistent stain intensity to be quantified? It is possible to compensate for that and uneven illumination at the same time. This is the traditional way of compensating illumination via transmittance: http://imagejdocu.tudor.lu/doku.php?id=howto:working:how_to_correct_background_illumination_in_brightfield_microscopy The other problems with stains are: The colour threshold plugin would work only if the stains do not colocalise. For instance it is virtually impossible to be able to threshold H&E this way because many pixels will record a combination of both dyes. You might want to try stain separation using colour deconvolution, but be aware that if the stains are not stoichiometric (most are not) then the intensity of the stain will not be a quantitative measurement. Cheers Gabriel |
Gabriel - thank you, this document is tremendously helpful for background
correction. Kathleen Kathleen McMillan, PhD President gRadiant Research 1958 Main Street Concord MA 01742 ________________________________ From: Gabriel Landini <[hidden email]> To: [hidden email] Sent: Fri, June 3, 2011 4:00:54 AM Subject: Re: lamp temperature On Thursday 02 Jun 2011 19:04:27 you wrote: > Hello- I am looking for advice on whether I can correct microscope images > for variations in lamp filament temperature when analyzing slides for > stain intensity. In a first batch of slides, the background was white, the > (unstained) tissue was tan and the stain blue. Using the Landini > thresholding plugin to select for blue hues followed by measuring the mean > saturation worked well. However, in a second batch of slides - which were > intended to be combined with the first in the analysis - the slide > background and the unstained tissue are a yellowish color and the stain > hues are in the blue-magenta region. That creates a problem in separating > the tissue from the background, and also the mean saturation of the hues > attributable to the stain are different from the first batch. Is there a > good way to correct for lighting variation in these two image sets, that > would allow an accurate and consistent stain intensity to be quantified? It is possible to compensate for that and uneven illumination at the same time. This is the traditional way of compensating illumination via transmittance: http://imagejdocu.tudor.lu/doku.php?id=howto:working:how_to_correct_background_illumination_in_brightfield_microscopy The other problems with stains are: The colour threshold plugin would work only if the stains do not colocalise. For instance it is virtually impossible to be able to threshold H&E this way because many pixels will record a combination of both dyes. You might want to try stain separation using colour deconvolution, but be aware that if the stains are not stoichiometric (most are not) then the intensity of the stain will not be a quantitative measurement. Cheers Gabriel |
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