The Analyst, volume 144, issue 5, pages 1789-1798

Deep learning-based component identification for the Raman spectra of mixtures

Xiaqiong Fan ¹

Ming Wen ¹

Huitao Zeng ¹

Z M Zhang ¹

Hongmei Lu ¹

Show full list: 6 authors

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College of Chemistry and Chemical Engineering, Central South University, Changsha, China |

Publication type: Journal Article

Publication date: 2019-01-24

Royal Society of Chemistry (RSC)

Journal: The Analyst

scimago Q2

SJR: 0.693

CiteScore: 7.8

Impact factor: 3.6

ISSN: 00032654, 13645528, 07417918

DOI: 10.1039/c8an02212g

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Biochemistry

Spectroscopy

Analytical Chemistry

Electrochemistry

Environmental Chemistry

Abstract

DeepCID can achieve high accuracy, excellent sensitivity and few false positives for component identification in mixtures based on Raman spectroscopy and deep learning.

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16 Field Citation Ratio

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GOST |

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GOST Copy

Fan X. et al. Deep learning-based component identification for the Raman spectra of mixtures // The Analyst. 2019. Vol. 144. No. 5. pp. 1789-1798.

GOST all authors (up to 50) Copy

Fan X., Wen M., Ming Wen, Zeng H., Zhang Z. M., Lu H. Deep learning-based component identification for the Raman spectra of mixtures // The Analyst. 2019. Vol. 144. No. 5. pp. 1789-1798.

RIS |

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RIS Copy

TY - JOUR

DO - 10.1039/c8an02212g

UR - https://doi.org/10.1039/c8an02212g

TI - Deep learning-based component identification for the Raman spectra of mixtures

T2 - The Analyst

AU - Fan, Xiaqiong

AU - Wen, Ming

AU - Ming Wen

AU - Zeng, Huitao

AU - Zhang, Z M

AU - Lu, Hongmei

PY - 2019

DA - 2019/01/24

PB - Royal Society of Chemistry (RSC)

SP - 1789-1798

IS - 5

VL - 144

SN - 0003-2654

SN - 1364-5528

SN - 0741-7918

ER -

BibTex |

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BibTex (up to 50 authors) Copy

@article{2019_Fan,

author = {Xiaqiong Fan and Ming Wen and Ming Wen and Huitao Zeng and Z M Zhang and Hongmei Lu},

title = {Deep learning-based component identification for the Raman spectra of mixtures},

journal = {The Analyst},

year = {2019},

volume = {144},

publisher = {Royal Society of Chemistry (RSC)},

month = {jan},

url = {https://doi.org/10.1039/c8an02212g},

number = {5},

pages = {1789--1798},

doi = {10.1039/c8an02212g}

}

MLA

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MLA Copy

Fan, Xiaqiong, et al. “Deep learning-based component identification for the Raman spectra of mixtures.” The Analyst, vol. 144, no. 5, Jan. 2019, pp. 1789-1798. https://doi.org/10.1039/c8an02212g.

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Publisher

Royal Society of Chemistry (RSC)

Journal

The Analyst

scimago Q2

SJR

0.693

CiteScore

7.8

Impact factor

3.6

ISSN

00032654 (Print)

13645528 (Electronic)

07417918 (Print)