Preliminary evaluation of laser-induced breakdown spectroscopy for tissue classification
IGBB Authors:
Shane C. BurgessPUBLICATION YEAR:
2009IMPACT FACTOR:
3.012CITATION COUNT:
68Yueh FY, Zheng H, Singh JP, Burgess SC (2009) Preliminary evaluation of laser-induced breakdown spectroscopy for tissue classification.
Spectrochimica Acta Part B-Atomic Spectroscopy 64(10): 1059-1067.
DOI:
10.1016/j.sab.2009.07.025EID:
2-s2.0-72049117643PMID:
DOWNLOAD PDFABSTRACTLaser-induced breakdown spectroscopy (LIBS) is an on-line, real-time technology that can produce immediate information about the elemental contents of tissue samples. We have previously shown that LIBS may be used to distinguish cancerous from non-cancerous tissue. In this work, we study LIBS spectra produced from chicken brain, lung, spleen, liver, kidney and skeletal muscle. Different data processing techniques were used to study if the information contained in these LIBS spectra is able to differentiate between different types of tissue samples and then identify unknown tissues. We have demonstrated a clear distinguishing between each of the known tissue types with only 21 selected analyte lines from each observed LIBS spectrum. We found that in order to produce an analytical model to work well with new sample we need to have representative training data to cover a wide range of spectral variation due to experimental or environmental changes.
The IGBB is supported, in part, by the following units:
The IGBB is an HPC² member center.
