Rapid and accurate determination of tissue optical properties using least-squares support vector machines

Ishan Barman; Narahara Chari Dingari; Narasimhan Rajaram; James W. Tunnell; Ramachandra R. Dasari; Michael S. Feld

doi:10.1364/boe.2.000592

Rapid and accurate determination of tissue optical properties using least-squares support vector machines

Biomedical Optics Express ◽

10.1364/boe.2.000592 ◽

2011 ◽

Vol 2 (3) ◽

pp. 592 ◽

Cited By ~ 22

Author(s):

Ishan Barman ◽

Narahara Chari Dingari ◽

Narasimhan Rajaram ◽

James W. Tunnell ◽

Ramachandra R. Dasari ◽

...

Keyword(s):

Optical Properties ◽

Support Vector Machines ◽

Least Squares ◽

Accurate Determination ◽

Support Vector ◽

Tissue Optical Properties ◽

Vector Machines

Download Full-text

Determination of gasoline octane number using Raman spectroscopy and least squares support vector machines

Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788) ◽

10.1109/wcica.2004.1342199 ◽

2004 ◽

Author(s):

Xusong Qin ◽

Liankui Dai

Keyword(s):

Raman Spectroscopy ◽

Support Vector Machines ◽

Least Squares ◽

Octane Number ◽

Support Vector ◽

Vector Machines

Download Full-text

A comparative study between least-squares support vector machines and partial least squares in simultaneous spectrophotometric determination of cypermethrin, permethrin and tetramethrin

Journal of the Brazilian Chemical Society ◽

10.1590/s0103-50532008000300023 ◽

2008 ◽

Vol 19 (3) ◽

pp. 536-542 ◽

Cited By ~ 14

Author(s):

Ali Niazi ◽

Mohammad Goodarzi ◽

Ateesa Yazdanipour

Keyword(s):

Support Vector Machines ◽

Comparative Study ◽

Least Squares ◽

Partial Least Squares ◽

Spectrophotometric Determination ◽

Support Vector ◽

Vector Machines

Download Full-text

Fast determination of thyroid stimulating hormone in human blood serum without chemical preprocessing by using infrared spectroscopy and least squares support vector machines

Analytica Chimica Acta ◽

10.1016/j.aca.2011.04.015 ◽

2011 ◽

Vol 696 (1-2) ◽

pp. 47-52 ◽

Cited By ~ 2

Author(s):

Cesar Mello ◽

Antônio Marangoni ◽

Ronei Poppi ◽

Isao Noda

Keyword(s):

Infrared Spectroscopy ◽

Support Vector Machines ◽

Blood Serum ◽

Least Squares ◽

Human Blood ◽

Thyroid Stimulating Hormone ◽

Support Vector ◽

Fast Determination ◽

Vector Machines

Download Full-text

Simultaneous voltammetric determination of morphine and noscapine by adsorptive differential pulse stripping method and least-squares support vector machines

Talanta ◽

10.1016/j.talanta.2007.06.005 ◽

2007 ◽

Vol 74 (2) ◽

pp. 247-254 ◽

Cited By ~ 35

Author(s):

A NIAZI ◽

J GHASEMI ◽

M ZENDEHDEL

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Differential Pulse ◽

Voltammetric Determination ◽

Support Vector ◽

Vector Machines ◽

Stripping Method ◽

Simultaneous Voltammetric Determination

Download Full-text

STORAGE PERIOD DETERMINATION OF BEE POLLEN BY VISIBLE-NEAR INFRARED SPECTROSCOPY WITH LEAST SQUARES-SUPPORT VECTOR MACHINES

JOURNAL OF INFRARED AND MILLIMETER WAVES ◽

10.3724/sp.j.1010.2010.00216 ◽

2010 ◽

Vol 29 (3) ◽

pp. 216-219

Author(s):

Hang-Feng JIN ◽

Ling-Xia HUANG ◽

Di WU ◽

Pei-Hua JIN ◽

Cheng-Fu LOU

Keyword(s):

Infrared Spectroscopy ◽

Support Vector Machines ◽

Least Squares ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Storage Period ◽

Support Vector ◽

Bee Pollen ◽

Vector Machines

Download Full-text

Least-squares support vector machines for simultaneous voltammetric determination of lead and tin: A comparison between LS-SVM and PLS in voltammetric data

Journal of Electroanalytical Chemistry ◽

10.1016/j.jelechem.2008.06.021 ◽

2008 ◽

Vol 623 (1) ◽

pp. 86-92 ◽

Cited By ~ 24

Author(s):

Ali Niazi ◽

Sasan Sharifi ◽

Effat Amjadi

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Voltammetric Determination ◽

Support Vector ◽

Vector Machines ◽

Simultaneous Voltammetric Determination

Download Full-text

A feasibility study on on-line determination of rice wine composition by Vis–NIR spectroscopy and least-squares support vector machines

Food Chemistry ◽

10.1016/j.foodchem.2008.06.083 ◽

2009 ◽

Vol 113 (1) ◽

pp. 291-296 ◽

Cited By ~ 72

Author(s):

H.Y. Yu ◽

X.Y. Niu ◽

H.J. Lin ◽

Y.B. Ying ◽

B.B. Li ◽

...

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Feasibility Study ◽

Nir Spectroscopy ◽

Support Vector ◽

Rice Wine ◽

Wine Composition ◽

Vector Machines ◽

On Line

Download Full-text

Spectrophotometric Determination of Ternary Mixtures of Thiamin, Riboflavin and Pyridoxal in Pharmaceutical and Human Plasma by Least-Squares Support Vector Machines

Analytical Sciences ◽

10.2116/analsci.23.1311 ◽

2007 ◽

Vol 23 (11) ◽

pp. 1311-1316 ◽

Cited By ~ 9

Author(s):

Ali NIAZI ◽

Javad ZOLGHARNEIN ◽

Somaie AFIUNI-ZADEH

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Human Plasma ◽

Spectrophotometric Determination ◽

Ternary Mixtures ◽

Support Vector ◽

Vector Machines

Download Full-text

Ultrasound-assisted ionic liquid-based microextraction combined with least squares support vector machines regression for the simultaneous determination of aluminum, gallium, and indium in water and coal samples

Environmental Monitoring and Assessment ◽

10.1007/s10661-011-2237-x ◽

2011 ◽

Vol 184 (6) ◽

pp. 3971-3981 ◽

Cited By ~ 17

Author(s):

Jahan B. Ghasemi ◽

Ehsan Zolfonoun

Keyword(s):

Ionic Liquid ◽

Support Vector Machines ◽

Least Squares ◽

Simultaneous Determination ◽

Support Vector ◽

Vector Machines ◽

Ultrasound Assisted

Download Full-text

Determination of dichlorvos contamination on navel orange surface based on least squares support vector machines

2010 Sixth International Conference on Natural Computation ◽

10.1109/icnc.2010.5583595 ◽

2010 ◽

Cited By ~ 1

Author(s):

Jing Li ◽

Long Xue ◽

Muhua Liu ◽

Xiao Wang ◽

Chunsheng Luo

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Support Vector ◽

Navel Orange ◽

Vector Machines

Download Full-text