Share Email Print

Proceedings Paper

Hyperspectral microscopic analysis of normal, benign and carcinoma microarray tissue sections
Author(s): Mauro Maggioni; Gustave L. Davis M.D.; Frederick J. Warner; Frank B. Geshwind; Andreas C. Coppi; Richard A. DeVerse; Ronald R. Coifman
Format Member Price Non-Member Price
PDF $17.00 $21.00

Paper Abstract

We apply a unique micro-optoelectromechanical tuned light source and new algorithms to the hyper-spectral microscopic analysis of human colon biopsies. The tuned light prototype (Plain Sight Systems Inc.) transmits any combination of light frequencies, range 440nm 700nm, trans-illuminating H and E stained tissue sections of normal (N), benign adenoma (B) and malignant carcinoma (M) colon biopsies, through a Nikon Biophot microscope. Hyper-spectral photomicrographs, randomly collected 400X magnication, are obtained with a CCD camera (Sensovation) from 59 different patient biopsies (20 N, 19 B, 20 M) mounted as a microarray on a single glass slide. The spectra of each pixel are normalized and analyzed to discriminate among tissue features: gland nuclei, gland cytoplasm and lamina propria/lumens. Spectral features permit the automatic extraction of 3298 nuclei with classification as N, B or M. When nuclei are extracted from each of the 59 biopsies the average classification among N, B and M nuclei is 97.1%; classification of the biopsies, based on the average nuclei classification, is 100%. However, when the nuclei are extracted from a subset of biopsies, and the prediction is made on nuclei in the remaining biopsies, there is a marked decrement in performance to 60% across the 3 classes. Similarly the biopsy classification drops to 54%. In spite of these classification differences, which we believe are due to instrument and biopsy normalization issues, hyper-spectral analysis has the potential to achieve diagnostic efficiency needed for objective microscopic diagnosis.

Paper Details

Date Published: 23 February 2006
PDF: 9 pages
Proc. SPIE 6091, Optical Biopsy VI, 60910I (23 February 2006); doi: 10.1117/12.646078
Show Author Affiliations
Mauro Maggioni, Yale Univ. (United States)
Gustave L. Davis M.D., Yale Univ. (United States)
Frederick J. Warner, Yale Univ. (United States)
Frank B. Geshwind, Plain Sight Systems, Inc. (United States)
Andreas C. Coppi, Plain Sight Systems, Inc. (United States)
Richard A. DeVerse, Plain Sight Systems, Inc. (United States)
Ronald R. Coifman, Yale Univ. (United States)
Plain Sight Systems, Inc. (United States)

Published in SPIE Proceedings Vol. 6091:
Optical Biopsy VI
Robert R. Alfano; Alvin Katz, Editor(s)

© SPIE. Terms of Use
Back to Top
Sign in to read the full article
Create a free SPIE account to get access to
premium articles and original research
Forgot your username?