Neural network forward model and transfer learning calibration from Monte Carlo to diffuse reflectance spectroscopy

Optical Tomography and Spectroscopy of Tissue XIV ◽

10.1117/12.2581556 ◽

2021 ◽

Author(s):

Qing Lan ◽

Ryan G. McClarren ◽

Karthik Vishwanath

Keyword(s):

Neural Network ◽

Monte Carlo ◽

Transfer Learning ◽

Diffuse Reflectance ◽

Diffuse Reflectance Spectroscopy ◽

Reflectance Spectroscopy ◽

Forward Model

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DIFFUSE REFLECTANCE SPECTROSCOPY MONTE-CARLO MODELING: ELONGATED ARTERIAL TISSUES OPTICAL PROPERTIES

IFAC Proceedings Volumes ◽

10.3182/20060920-3-fr-2912.00012 ◽

2006 ◽

Vol 39 (18) ◽

pp. 41-46

Author(s):

Emilie Péry ◽

Walter C.P.M. Blondel ◽

Cédric Thomas ◽

Jacques Didelon ◽

François Guillemin

Keyword(s):

Monte Carlo ◽

Optical Properties ◽

Diffuse Reflectance ◽

Diffuse Reflectance Spectroscopy ◽

Reflectance Spectroscopy ◽

Monte Carlo Modeling

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Monte-Carlo-based model for steady-state diffuse reflectance spectroscopy

10.1117/12.515557 ◽

2004 ◽

Cited By ~ 2

Author(s):

Ralf Walther ◽

Tobias Roths ◽

Michael Bohnert ◽

Josef Honerkamp

Keyword(s):

Monte Carlo ◽

Steady State ◽

Diffuse Reflectance ◽

Diffuse Reflectance Spectroscopy ◽

Reflectance Spectroscopy

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Application of Near Infrared Diffuse Reflectance Spectroscopy with Radial Basis Function Neural Network to Determination of Rifampincin Isoniazid and Pyrazinamide Tablets

Chemical Research in Chinese Universities ◽

10.1016/s1005-9040(07)60113-5 ◽

2007 ◽

Vol 23 (5) ◽

pp. 518-523 ◽

Cited By ~ 4

Author(s):

L DU ◽

L WU ◽

J LU ◽

W GUO ◽

Q MENG ◽

...

Keyword(s):

Neural Network ◽

Radial Basis Function ◽

Basis Function ◽

Diffuse Reflectance ◽

Near Infrared ◽

Diffuse Reflectance Spectroscopy ◽

Reflectance Spectroscopy ◽

Radial Basis

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Diagnosis of breast cancer using diffuse reflectance spectroscopy: Comparison of a Monte Carlo versus partial least squares analysis based feature extraction technique

Lasers in Surgery and Medicine ◽

10.1002/lsm.20356 ◽

2006 ◽

Vol 38 (7) ◽

pp. 714-724 ◽

Cited By ~ 66

Author(s):

Changfang Zhu ◽

Gregory M. Palmer ◽

Tara M. Breslin ◽

Josephine Harter ◽

Nirmala Ramanujam

Keyword(s):

Breast Cancer ◽

Monte Carlo ◽

Feature Extraction ◽

Least Squares ◽

Partial Least Squares ◽

Diffuse Reflectance ◽

Diffuse Reflectance Spectroscopy ◽

Reflectance Spectroscopy ◽

Partial Least Squares Analysis ◽

Feature Extraction Technique

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Inverse Monte Carlo in a multilayered tissue model: merging diffuse reflectance spectroscopy and laser Doppler flowmetry

Journal of Biomedical Optics ◽

10.1117/1.jbo.18.12.127004 ◽

2013 ◽

Vol 18 (12) ◽

pp. 127004 ◽

Cited By ~ 24

Author(s):

Ingemar Fredriksson ◽

Oleg Burdakov ◽

Marcus Larsson ◽

Tomas Strömberg

Keyword(s):

Monte Carlo ◽

Laser Doppler Flowmetry ◽

Diffuse Reflectance ◽

Diffuse Reflectance Spectroscopy ◽

Reflectance Spectroscopy ◽

Laser Doppler ◽

Doppler Flowmetry ◽

Tissue Model ◽

Model Merging ◽

Inverse Monte Carlo

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Verification of a two-layer inverse Monte Carlo absorption model using multiple source-detector separation diffuse reflectance spectroscopy

Biomedical Optics Express ◽

10.1364/boe.5.000040 ◽

2013 ◽

Vol 5 (1) ◽

pp. 40 ◽

Cited By ~ 34

Author(s):

Manu Sharma ◽

Ricky Hennessy ◽

Mia K. Markey ◽

James W. Tunnell

Keyword(s):

Monte Carlo ◽

Diffuse Reflectance ◽

Diffuse Reflectance Spectroscopy ◽

Reflectance Spectroscopy ◽

Multiple Source ◽

Absorption Model ◽

Inverse Monte Carlo

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Monte Carlo lookup table-based inverse model for extracting optical properties from tissue-simulating phantoms using diffuse reflectance spectroscopy

Journal of Biomedical Optics ◽

10.1117/1.jbo.18.3.037003 ◽

2013 ◽

Vol 18 (3) ◽

pp. 037003 ◽

Cited By ~ 64

Author(s):

Ricky Hennessy ◽

Sam L. Lim ◽

Mia K. Markey ◽

James W. Tunnell

Keyword(s):

Monte Carlo ◽

Optical Properties ◽

Diffuse Reflectance ◽

Diffuse Reflectance Spectroscopy ◽

Reflectance Spectroscopy ◽

Inverse Model ◽

Lookup Table ◽

Tissue Simulating Phantoms

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Accuracy of experimental data and Monte Carlo simulation lookup table-based inverse models for assessment of turbid media optical properties with diffuse reflectance spectroscopy

10.1117/12.2078257 ◽

2015 ◽

Cited By ~ 1

Author(s):

Peter Naglič ◽

Maksimilijan Bregar ◽

Franjo Pernuš ◽

Boštjan Likar ◽

Miran Bürmen

Keyword(s):

Experimental Data ◽

Monte Carlo Simulation ◽

Monte Carlo ◽

Optical Properties ◽

Diffuse Reflectance ◽

Diffuse Reflectance Spectroscopy ◽

Reflectance Spectroscopy ◽

Lookup Table ◽

Turbid Media ◽

Inverse Models

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Quantitative Analysis the Protein of Millet by Artificial Neural Network and Fourier Coefficients of Near Infrared Diffuse Reflectance Spectroscopy

2007 Second International Conference on Bio-Inspired Computing: Theories and Applications ◽

10.1109/bicta.2007.4806422 ◽

2007 ◽

Cited By ~ 1

Author(s):

Haiyan Ji ◽

Zhenhong Rao

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Quantitative Analysis ◽

Diffuse Reflectance ◽

Near Infrared ◽

Fourier Coefficients ◽

Diffuse Reflectance Spectroscopy ◽

Reflectance Spectroscopy ◽

Artificial Neural

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Cerebral hypoxia detection by diffuse reflectance spectroscopy through a transparent cranial implant: feasibility evaluation using Monte Carlo method

Optical Modeling and Performance Predictions XI ◽

10.1117/12.2569067 ◽

2020 ◽

Author(s):

Fredy Miranda-Casasola ◽

Nami Davoodzadeh ◽

Celia Sánchez-Pérez ◽

Guillermo Aguilar ◽

Enoch Gutierrez-Herrera

Keyword(s):

Monte Carlo ◽

Monte Carlo Method ◽

Diffuse Reflectance ◽

Diffuse Reflectance Spectroscopy ◽

Reflectance Spectroscopy ◽

Cerebral Hypoxia ◽

Feasibility Evaluation ◽

Cranial Implant

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