Preliminary evaluation of laser-induced breakdown spectroscopy for tissue classification

FY Yueh, H Zheng, JP Singh, S Burgess - … Acta Part B: Atomic Spectroscopy, 2009 - Elsevier
… In this work, PLS-DA, a PLS-based classification method was used. The Y variables are
the class assignment (ie tissue type) and the X variables are the spectral line intensity ratio. …

A brief review of laser-induced breakdown spectroscopy for human and animal soft tissues: Pathological diagnosis and physiological detection

Q Wang, W Xiangli, G Teng, X Cui… - Applied Spectroscopy …, 2021 - Taylor & Francis
… LIBS in the classification and identification of soft tissues with … and normal tissues, and
classify the different normal tissues. … on LIBS testing of soft tissue based on our summary and …

[HTML][HTML] A review on laser-induced breakdown spectroscopy in different cancers diagnosis and classification

MN Khan, Q Wang, BS Idrees, W Xiangli, G Teng… - Frontiers in …, 2022 - frontiersin.org
… In this article, they used 12 patients’ tissue samples of four types of brain tumor. The four
types above of brain tumors were diagnosed and classified as infiltrative and non-infiltrative …

Laser-induced breakdown spectroscopy for human and animal health: A review

R Gaudiuso, N Melikechi, ZA Abdel-Salam… - … B: Atomic Spectroscopy, 2019 - Elsevier
… Analysis (LDA) for classification of the two types of tissues yielded sensitivity and specificity
very close to 100%. Ghasemi et al [30] performed LIBS and acoustic measurements of breast …

Discrimination of soft tissues using laser-induced breakdown spectroscopy in combination with k nearest neighbors (kNN) and support vector machine (SVM) …

X Li, S Yang, R Fan, X Yu, D Chen - Optics & laser technology, 2018 - Elsevier
… of soft tissues using laser-induced breakdown spectroscopy (… Fresh pork fat, skin, ham, loin
and tenderloin muscle tissues … that these tissues can be easily distinguished and classified. …

Characterization of malignant tissue cells by laser-induced breakdown spectroscopy

A Kumar, FY Yueh, JP Singh, S Burgess - Applied optics, 2004 - opg.optica.org
… facilitate cancer diagnosis and classification. Laser-induced breakdown spectroscopy (LIBS) …
For comparison, the tissue samples were also analyzed by an inductively coupled plasma …

Discrimination of lung tumor and boundary tissues based on laser-induced breakdown spectroscopy and machine learning

X Lin, H Sun, X Gao, YT Xu, ZX Wang… - … B: Atomic Spectroscopy, 2021 - Elsevier
… reduce the complexity of classification or prediction models [… , and the classification problem
of two tissue types is resolved… for the classification algorithm to classify two biological tissues. …

Discrimination of infiltrative glioma boundary based on laser-induced breakdown spectroscopy

G Teng, Q Wang, H Zhang, W Xiangli, H Yang… - … B: atomic spectroscopy, 2020 - Elsevier
… role in boundary determination and tissue classification. Although CN bands … tissue
identification. C 2 bands are not obvious in live samples and have a low contribution to classification

The differentiation of oral soft‐and hard tissues using laser induced breakdown spectroscopy–a prospect for tissue specific laser surgery

M Rohde, F Mehari, F Klämpfl, W Adler… - Journal of …, 2017 - Wiley Online Library
… The approach proposed in this paper now allows for the classification of a mixed sample
range of multiple hard- and soft tissues, as well as the reliable further differentiation of tissues

Discrimination of Melanoma Using Laser‐Induced Breakdown Spectroscopy Conducted on Human Tissue Samples

MN Khan, Q Wang, BS Idrees, G Teng… - … of Spectroscopy, 2020 - Wiley Online Library
… for FFPE tissue classification as compared to LDA and QDA models. … breakdown spectroscopy
(LIBS) combined with the chemometric methods. The melanoma and normal FFPE tissues