Machine Learning Calibration for Near Infrared Spectroscopy Data: A Visual Programming Approach

Lecture Notes in Electrical Engineering - Proceedings of the 11th National Technical Seminar on Unmanned System Technology 2019 ◽

10.1007/978-981-15-5281-6_40 ◽

2020 ◽

pp. 577-590

Author(s):

Mahmud Iwan Solihin ◽

Zheng Zekui ◽

Chun Kit Ang ◽

Fahri Heltha ◽

Mohamed Rizon

Keyword(s):

Machine Learning ◽

Infrared Spectroscopy ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Visual Programming ◽

Programming Approach ◽

Spectroscopy Data

Download Full-text

Improving the diagnostic accuracy for major depressive disorder using machine learning algorithms integrating clinical and near-infrared spectroscopy data

Journal of Psychiatric Research ◽

10.1016/j.jpsychires.2022.01.026 ◽

2022 ◽

Author(s):

Cyrus SH. Ho ◽

Y.L. Chan ◽

Trevor WK. Tan ◽

Gabrielle WN. Tay ◽

T.B. Tang

Keyword(s):

Machine Learning ◽

Major Depressive Disorder ◽

Infrared Spectroscopy ◽

Depressive Disorder ◽

Diagnostic Accuracy ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Machine Learning Algorithms ◽

Spectroscopy Data ◽

Major Depressive

Download Full-text

Improving the accuracy of soil organic carbon content prediction based on visible and near-infrared spectroscopy and machine learning

Environmental Earth Sciences ◽

10.1007/s12665-021-09582-x ◽

2021 ◽

Vol 80 (8) ◽

Author(s):

Mingxing Xu ◽

Xianyao Chu ◽

Yesi Fu ◽

Changjiang Wang ◽

Shaohua Wu

Keyword(s):

Machine Learning ◽

Infrared Spectroscopy ◽

Organic Carbon ◽

Soil Organic Carbon ◽

Carbon Content ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Organic Carbon Content ◽

Soil Organic Carbon Content

Download Full-text

Multivariate resolution of rank-deficient near-infrared spectroscopy data from the reaction of curing epoxy resins using the rank augmentation strategy and multivariate curve resolution alternating least squares approach

Analytica Chimica Acta ◽

10.1016/j.aca.2003.10.088 ◽

2004 ◽

Vol 515 (1) ◽

pp. 65-73 ◽

Author(s):

M. Garrido ◽

I. Lázaro ◽

M.S. Larrechi ◽

F.X. Rius

Keyword(s):

Infrared Spectroscopy ◽

Least Squares ◽

Near Infrared Spectroscopy ◽

Epoxy Resins ◽

Near Infrared ◽

Multivariate Curve Resolution ◽

Spectroscopy Data ◽

Curve Resolution ◽

Augmentation Strategy ◽

Least Squares Approach

Download Full-text

Functional optical signal analysis: a software tool for near-infrared spectroscopy data processing incorporating statistical parametric mapping

Journal of Biomedical Optics ◽

10.1117/1.2804092 ◽

2007 ◽

Vol 12 (6) ◽

pp. 064010 ◽

Author(s):

Peck H. Koh ◽

Daniel E. Glaser ◽

Guillaume Flandin ◽

Stefan Kiebel ◽

Brian Butterworth ◽

...

Keyword(s):

Infrared Spectroscopy ◽

Data Processing ◽

Near Infrared Spectroscopy ◽

Signal Analysis ◽

Near Infrared ◽

Statistical Parametric Mapping ◽

Software Tool ◽

Optical Signal ◽

Spectroscopy Data ◽

Parametric Mapping

Download Full-text

Test for Determinism and Nonlinearity in Near Infrared Spectroscopy Data

IFMBE Proceedings - The Third International Conference on the Development of Biomedical Engineering in Vietnam ◽

10.1007/978-3-642-12020-6_19 ◽

2010 ◽

pp. 75-79 ◽

Author(s):

N. T. Dzung

Keyword(s):

Infrared Spectroscopy ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Spectroscopy Data

Download Full-text

Estimation of the Hemodynamic Response of Near Infrared Spectroscopy Data: A Linear Model Approach

Biomedical Engineering ◽

10.2316/p.2010.723-066 ◽

2010 ◽

Author(s):

Le Hoa Nguyen ◽

Keum-Shik Hong

Keyword(s):

Infrared Spectroscopy ◽

Linear Model ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Hemodynamic Response ◽

Spectroscopy Data ◽

Download Full-text

Predicting soil phosphorus and studying the effect of texture on the prediction accuracy using machine learning combined with near-infrared spectroscopy

Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy ◽

10.1016/j.saa.2020.118736 ◽

2020 ◽

Vol 242 ◽

pp. 118736

Author(s):

Rabie Reda ◽

Taoufiq Saffaj ◽

Salah Eddine Itqiq ◽

Ilham Bouzida ◽

Ouadi Saidi ◽

...

Keyword(s):

Machine Learning ◽

Infrared Spectroscopy ◽

Near Infrared Spectroscopy ◽

Prediction Accuracy ◽

Near Infrared ◽

Soil Phosphorus

Download Full-text

Resting state connectivity patterns with near-infrared spectroscopy data of the whole head

Biomedical Optics Express ◽

10.1364/boe.7.002524 ◽

2016 ◽

Vol 7 (7) ◽

pp. 2524 ◽

Author(s):

Sergio L. Novi ◽

Renato B. M. L. Rodrigues ◽

Rickson C. Mesquita

Keyword(s):

Infrared Spectroscopy ◽

Near Infrared Spectroscopy ◽

Resting State ◽

Near Infrared ◽

Spectroscopy Data ◽

Connectivity Patterns ◽

Resting State Connectivity

Download Full-text

Image reconstruction of oxidized cerebral cytochrome C oxidase changes from broadband near-infrared spectroscopy data

Neurophotonics ◽

10.1117/1.nph.4.2.021105 ◽

2017 ◽

Vol 4 (2) ◽

pp. 021105 ◽

Author(s):

Sabrina Brigadoi ◽

Phong Phan ◽

David Highton ◽

Samuel Powell ◽

Robert J. Cooper ◽

...

Keyword(s):

Infrared Spectroscopy ◽

Image Reconstruction ◽

Cytochrome C ◽

Cytochrome C Oxidase ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Spectroscopy Data

Download Full-text

Multivariate regression models obtained from near-infrared spectroscopy data for prediction of the physical properties of biodiesel and its blends

Fuel ◽

10.1016/j.fuel.2019.116344 ◽

2020 ◽

Vol 261 ◽

pp. 116344 ◽

Author(s):

Camilla L. Cunha ◽

Alexandre R. Torres ◽

Aderval S. Luna

Keyword(s):

Infrared Spectroscopy ◽

Physical Properties ◽

Near Infrared Spectroscopy ◽

Multivariate Regression ◽

Regression Models ◽

Near Infrared ◽

Spectroscopy Data

Download Full-text