Title of article :
Statistical approach for detection and localization of a fluorescing mouse tumor in Intralipid
Author/Authors :
Low، Philip S. نويسنده , , Milstein، Adam B. نويسنده , , Kennedy، Michael D. نويسنده , , Bouman، Charles A. نويسنده , , Webb، Kevin J. نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2005
Pages :
-22
From page :
23
To page :
0
Abstract :
We present a method for detecting and localizing a fluorescing tumor obscured underneath several millimeters of a multiply scattering, homogeneous medium from fluorescence measurements made above the surface. Using a statistical model of the measurement system, we develop approaches for detection by use of a binary hypothesis testing approach and localization by use of maximumlikelihood estimation. We also compute the probability of tumor detection and the Cram,r-Rao lower bound for the localization estimate error, which are performance metrics that could potentially be optimized in an experimental design. We validate the methods in an experimental study involving an excised mouse tumor tagged with a new folate-indocyanine dye and obscured under a tissue-simulating lipid suspension.
Keywords :
image processing , Image reconstruction techniques , inverse problems , Tomographic image processing , Medical optics , Biotechnology , fluorescence , luminescence , scattering , turbid media , Spectroscopy
Journal title :
Applied Optics
Serial Year :
2005
Journal title :
Applied Optics
Record number :
75715
Link To Document :
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