Machine learning using convolutional neural networks for SERS analysis of biomarkers in medical diagnostics
出版年份 2022 全文链接
标题
Machine learning using convolutional neural networks for SERS analysis of biomarkers in medical diagnostics
作者
关键词
-
出版物
JOURNAL OF RAMAN SPECTROSCOPY
Volume -, Issue -, Pages -
出版商
Wiley
发表日期
2022-09-03
DOI
10.1002/jrs.6447
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Rapid identification of pathogens by using surface-enhanced Raman spectroscopy and multi-scale convolutional neural network
- (2021) Jingyu Ding et al. ANALYTICAL AND BIOANALYTICAL CHEMISTRY
- Determining the Concentration of Polycyclic Aromatic Hydrocarbons in Water Using Surface Enhanced Raman Spectroscopy and Kernel Principal Components Analysis Combined with Support Vector Regression
- (2021) C. Jian et al. Journal of Applied Spectroscopy
- A review of aptamer-based SERS biosensors: Design strategies and applications
- (2021) Muhammad Muhammad et al. TALANTA
- Precise cancer detection via the combination of functionalized SERS surfaces and convolutional neural network with independent inputs
- (2020) M. Erzina et al. SENSORS AND ACTUATORS B-CHEMICAL
- Application of random forest based approaches to surface-enhanced Raman scattering data
- (2020) Stephan Seifert Scientific Reports
- Rapid detection and prediction of chlortetracycline and oxytetracycline in animal feed using surface-enhanced Raman spectroscopy (SERS)
- (2020) Kyung-Min Lee et al. FOOD CONTROL
- SERS studies on normal epithelial and cancer cells derived from clinical breast cancer specimens
- (2020) LiShengNan Shen et al. SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY
- MicroRNA Biomarkers for Infectious Diseases: From Basic Research to Biosensing
- (2020) Leon Tribolet et al. Frontiers in Microbiology
- Deep convolutional neural networks combine Raman spectral signature of serum for prostate cancer bone metastases screening
- (2020) Xiaoguang Shao et al. Nanomedicine-Nanotechnology Biology and Medicine
- Plasmonic assay for amplification-free cancer biomarkers detection in clinical tissue samples
- (2020) Priya V. Dukes et al. ANALYTICA CHIMICA ACTA
- Plasmonic nanoplatforms: From surface‐enhanced Raman scattering sensing to biomedical applications
- (2020) Vanessa Cupil‐Garcia et al. JOURNAL OF RAMAN SPECTROSCOPY
- Rapid on-site identification of pesticide residues in tea by one-dimensional convolutional neural network coupled with surface-enhanced Raman scattering
- (2020) Jiaji Zhu et al. SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY
- Machine Learning Protocol for Surface-Enhanced Raman Spectroscopy
- (2019) Wei Hu et al. Journal of Physical Chemistry Letters
- Quantification of Analyte Concentration in the Single Molecule Regime Using Convolutional Neural Networks
- (2019) William John Thrift et al. ANALYTICAL CHEMISTRY
- Multiplex imaging of live breast cancer tumour models through tissue using handheld surface enhanced spatially offset resonance Raman spectroscopy (SESORRS)
- (2018) Fay Nicolson et al. CHEMICAL COMMUNICATIONS
- Tuberculosis determination using SERS and chemometric methods
- (2018) Raju Botta et al. TUBERCULOSIS
- Direct Detection of Unamplified Pathogen RNA in Blood Lysate using an Integrated Lab-in-a-Stick Device and Ultrabright SERS Nanorattles
- (2018) Hoan T. Ngo et al. Scientific Reports
- Label-free detection of nasopharyngeal and liver cancer using surface-enhanced Raman spectroscopy and partial lease squares combined with support vector machine
- (2018) Yun Yu et al. Biomedical Optics Express
- Correlation between Cancerous Exosomes and Protein Markers Based on Surface-Enhanced Raman Spectroscopy (SERS) and Principal Component Analysis (PCA)
- (2018) Hyunku Shin et al. ACS Sensors
- Review of SERS Substrates for Chemical Sensing
- (2017) Pamela Mosier-Boss Nanomaterials
- Sensitive DNA detection and SNP discrimination using ultrabright SERS nanorattles and magnetic beads for malaria diagnostics
- (2016) Hoan T. Ngo et al. BIOSENSORS & BIOELECTRONICS
- Multiplexed Detection of MicroRNA Biomarkers Using SERS-Based Inverse Molecular Sentinel (iMS) Nanoprobes
- (2016) Hsin-Neng Wang et al. Journal of Physical Chemistry C
- Determination of 17β-estradiol and noradrenaline in dog serum using surface-enhanced Raman spectroscopy and random Forest
- (2016) Carlos Diego L. Albuquerque et al. MICROCHEMICAL JOURNAL
- Tunable and amplified Raman gold nanoprobes for effective tracking (TARGET): in vivo sensing and imaging
- (2016) Naveen Gandra et al. Nanoscale
- Detection and Direct Readout of Drugs in Human Urine Using Dynamic Surface-Enhanced Raman Spectroscopy and Support Vector Machines
- (2015) Ronglu Dong et al. ANALYTICAL CHEMISTRY
- Label-free blood serum detection by using surface-enhanced Raman spectroscopy and support vector machine for the preoperative diagnosis of parotid gland tumors
- (2015) Bing Yan et al. BMC CANCER
- Determination and Prediction of Fumonisin Contamination in Maize by Surface–Enhanced Raman Spectroscopy (SERS)
- (2015) Kyung-Min Lee et al. Food and Bioprocess Technology
- Determination of carbaryl pesticide in Fuji apples using surface-enhanced Raman spectroscopy coupled with multivariate analysis
- (2015) Yuxia Fan et al. LWT-FOOD SCIENCE AND TECHNOLOGY
- Plasmonics-based SERS nanobiosensor for homogeneous nucleic acid detection
- (2015) Hsin-Neng Wang et al. Nanomedicine-Nanotechnology Biology and Medicine
- Potential of cancer screening with serum surface-enhanced Raman spectroscopy and a support vector machine
- (2014) S X Li et al. LASER PHYSICS LETTERS
- Surface-enhanced Raman scattering molecular sentinel nanoprobes for viral infection diagnostics
- (2013) Hsin-Neng Wang et al. ANALYTICA CHIMICA ACTA
- Simultaneous detection and quantification of three bacterial meningitis pathogens by SERS
- (2013) Kirsten Gracie et al. Chemical Science
- Surface-enhanced Raman spectroscopy at single-molecule scale and its implications in biology
- (2012) Y. Wang et al. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES
- Plasmonic nanoprobes for SERS biosensing and bioimaging
- (2009) Tuan Vo-Dinh et al. Journal of Biophotonics
- Spectral Analysis of Multiplex Raman Probe Signatures
- (2008) Barry R. Lutz et al. ACS Nano
- Barcoding bacterial cells: a SERS-based methodology for pathogen identification
- (2008) I. S. Patel et al. JOURNAL OF RAMAN SPECTROSCOPY
- Salivary mRNA targets for cancer diagnostics
- (2007) Bernhard G. Zimmermann et al. ORAL ONCOLOGY
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