Classifying Raman spectra of extracellular vesicles based on convolutional neural networks for prostate cancer detection

Circulating tumor cells, tumor-derived extracellular vesicles and plasma cytokeratins in castration-resistant prostate cancer patients

(2018) Afroditi Nanou et al.   Oncotarget

Label-Free Prostate Cancer Detection by Characterization of Extracellular Vesicles Using Raman Spectroscopy

(2018) Wooje Lee et al.   ANALYTICAL CHEMISTRY

Quantitative analysis modeling of infrared spectroscopy based on ensemble convolutional neural networks

(2018) Chen Yuanyuan et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

One-dimensional convolutional neural networks for spectroscopic signal regression

(2017) Salim Malek et al.   JOURNAL OF CHEMOMETRICS

Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review

(2017) Waseem Rawat et al.   NEURAL COMPUTATION

Raman technologies in cancer diagnostics

(2016) Lauren A. Austin et al.   ANALYST

Neural networks improve brain cancer detection with Raman spectroscopy in the presence of operating room light artifacts

(2016) Michael Jermyn et al.   JOURNAL OF BIOMEDICAL OPTICS

Label-free in vivo molecular imaging of underglycosylated mucin-1 expression in tumour cells

(2015) Xiaolei Song et al.   Nature Communications

Emerging technology: applications of Raman spectroscopy for prostate cancer

(2014) Rachel E. Kast et al.   CANCER AND METASTASIS REVIEWS

Raman and Fluorescence Spectral Imaging of Live Breast Cancer Cells Incubated with PEGylated Gold Nanorods

(2012) Liesbeth Hartsuiker et al.   APPLIED SPECTROSCOPY

Comparison of principal component analysis and biochemical component analysis in Raman spectroscopy for the discrimination of apoptosis and necrosis in K562 leukemia cells

(2012) Yi Hong Ong et al.   OPTICS EXPRESS

Analysis of human skin tissue by Raman microspectroscopy: Dealing with the background

(2012) F. Bonnier et al.   VIBRATIONAL SPECTROSCOPY

Exosomal MicroRNA: A Diagnostic Marker for Lung Cancer

(2009) Guilherme Rabinowits et al.   Clinical Lung Cancer