Cargando…

Polarized Micro-Raman Spectroscopy and 2D Convolutional Neural Network Applied to Structural Analysis and Discrimination of Breast Cancer

Raman spectroscopy has been efficiently used to recognize breast cancer tissue by detecting the characteristic changes in tissue composition in cancerization. In addition to chemical composition, the change in bio-structure may be easily obtained via polarized micro-Raman spectroscopy, aiding in ide...

Descripción completa

Detalles Bibliográficos
Autores principales:	Shang, Linwei, Tang, Jinlan, Wu, Jinjin, Shang, Hui, Huang, Xing, Bao, Yilin, Xu, Zhibing, Wang, Huijie, Yin, Jianhua
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9856190/ https://www.ncbi.nlm.nih.gov/pubmed/36671896 http://dx.doi.org/10.3390/bios13010065

Ejemplares similares

Diagnosis of Dental Fluorosis Using Micro-Raman Spectroscopy Applying a Principal Component-Linear Discriminant Analysis
por: Zepeda-Zepeda, Marco Antonio, et al.
Publicado: (2021)

Quantitative phase imaging and Raman micro-spectroscopy applied to Malaria
por: Klossa, Jacques, et al.
Publicado: (2013)

Discrimination of alcohol dependence based on the convolutional neural network
por: Chen, Fangfang, et al.
Publicado: (2020)

Analysis and Classification of Hepatitis Infections Using Raman Spectroscopy and Multiscale Convolutional Neural Networks
por: Zhao, Y., et al.
Publicado: (2021)

Raman spectroscopy and convolutional neural networks for monitoring biochemical radiation response in breast tumour xenografts
por: Fuentes, Alejandra M., et al.
Publicado: (2023)

The feasibility of discriminating BRONJ lesion bone with Raman spectroscopy
por: Xia, Chengwan, et al.
Publicado: (2023)

Confocal Raman Micro-Spectroscopy for Discrimination of Glycerol Diffusivity in Ex Vivo Porcine Dura Mater
por: Jaafar, Ali, et al.
Publicado: (2022)

Dense Convolutional Neural Network for Identification of Raman Spectra
por: Zhou, Wei, et al.
Publicado: (2023)

Discrimination of dissociated lymphoma cells from leukocytes by Raman spectroscopy
por: Iwasaki, Yuko, et al.
Publicado: (2020)

Intraoperative discrimination of native meningioma and dura mater by Raman spectroscopy
por: Jelke, Finn, et al.
Publicado: (2021)

Deeply-recursive convolutional neural network for Raman spectra identification
por: Zhou, Wei, et al.
Publicado: (2022)

Raman and fluorescence micro-spectroscopy applied for the monitoring of sunitinib-loaded porous silicon nanocontainers in cardiac cells
por: Tolstik, E., et al.
Publicado: (2022)

Rapid Diagnosis of Ductal Carcinoma In Situ and Breast Cancer Based on Raman Spectroscopy of Serum Combined with Convolutional Neural Network
por: Wang, Xianglei, et al.
Publicado: (2023)

Applications of Raman micro-spectroscopy to stem cell technology: label-free molecular discrimination and monitoring cell differentiation
por: Ghita, Adrian, et al.
Publicado: (2015)

RamanNet: a lightweight convolutional neural network for bacterial identification based on Raman spectra
por: Zhou, Bo, et al.
Publicado: (2022)

Raman Spectroscopy and Its Modifications Applied to Biological and Medical Research
por: Allakhverdiev, Elvin S., et al.
Publicado: (2022)

Discrimination of breast cancer from benign tumours using Raman spectroscopy
por: Lyng, Fiona M., et al.
Publicado: (2019)

Application of Raman spectroscopy and Machine Learning algorithms for fruit distillates discrimination
por: Berghian-Grosan, Camelia, et al.
Publicado: (2020)

Glycosylation spectral signatures for glioma grade discrimination using Raman spectroscopy
por: Quesnel, Agathe, et al.
Publicado: (2023)

Raman Microspectroscopy and Imaging of Filamentous Fungi
por: Shigeto, Shinsuke, et al.
Publicado: (2022)

Observation of strain effect on the suspended graphene by polarized Raman spectroscopy
por: Huang, Cheng-Wen, et al.
Publicado: (2012)

Label-Free Characterization of Macrophage Polarization Using Raman Spectroscopy (†)
por: Naumann, Max, et al.
Publicado: (2023)

Convolutional Neural Network-Based Discriminator for Outlier Detection
por: Alharbi, Fahad, et al.
Publicado: (2021)

Raman Spectroscopy Applied to the Noninvasive Detection of Monosodium Urate Crystal Deposits
por: Curran, Declan J, et al.
Publicado: (2015)

Raman spectroscopy and advanced mathematical modelling in the discrimination of human thyroid cell lines
por: Harris, Andrew T, et al.
Publicado: (2009)

Correction: Discrimination of breast cancer from benign tumours using Raman spectroscopy
por: Lyng, Fiona M., et al.
Publicado: (2019)

Developing an Algorithm for Discriminating Oral Cancerous and Normal Tissues Using Raman Spectroscopy
por: Sharma, Mukta, et al.
Publicado: (2021)

Towards early dental caries detection with OCT and polarized Raman spectroscopy
por: Choo-Smith, Lin-P'ing, et al.
Publicado: (2010)

Raman Spectroscopy for Pharmaceutical Quantitative Analysis by Low-Rank Estimation
por: Ma, Xiangyun, et al.
Publicado: (2018)

Deep Convolutional Neural Network for Nasopharyngeal Carcinoma Discrimination on MRI by Comparison of Hierarchical and Simple Layered Convolutional Neural Networks
por: Ji, Li, et al.
Publicado: (2022)

Raman spectroscopy
por: Bhattacharjee, Tanmoy
Publicado: (2015)

Raman spectroscopy coupled with chemometric methods for the discrimination of foreign fats and oils in cream and yogurt
por: Karacaglar, Nazife Nur Yazgan, et al.
Publicado: (2018)

Polarized Raman spectroscopy with differing angles of laser incidence on single-layer graphene
por: Heo, Gaeun, et al.
Publicado: (2015)

The In-Plane Anisotropy of WTe(2) Investigated by Angle-Dependent and Polarized Raman Spectroscopy
por: Song, Qingjun, et al.
Publicado: (2016)

Characterization of Synthetic Hydroxyapatite Fibers Using High-Resolution, Polarized Raman Spectroscopy
por: Shah, Furqan A.
Publicado: (2020)

Raman Spectroscopy of Optically Trapped Single Biological Micro-Particles
por: Redding, Brandon, et al.
Publicado: (2015)

Micro-Raman Spectroscopy Analysis of Optically Trapped Erythrocytes in Jaundice
por: Jacob, Sanu Susan, et al.
Publicado: (2020)

Imaging of Oral SCC Cells by Raman Micro-Spectroscopy Technique
por: Kinoshita, Hidetaka, et al.
Publicado: (2021)

Micro-Lensed Negative-Curvature Fibre Probe for Raman Spectroscopy
por: Milenko, Karolina, et al.
Publicado: (2021)

Crystallinity assessment of anthropogenic calcites using Raman micro-spectroscopy
por: Toffolo, Michael B., et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_e2e1voj6iknuni3383vorlucau