Hierarchical deep convolutional neural networks combine spectral and spatial information for highly accurate Raman-microscopy-based cytopathology

Integrating spatial, morphological, and textural information for improved cell type differentiation using Raman microscopy

(2017) Sascha D. Krauß et al.   JOURNAL OF CHEMOMETRICS

Raman and infrared spectroscopy of carbohydrates: A review

(2017) Ewelina Wiercigroch et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Rapid acquisition of mean Raman spectra of eukaryotic cells for a robust single cell classification

(2016) Iwan W. Schie et al.   ANALYST

Raman Spectroscopic Characterization of Melanoma and Benign Melanocytic Lesions Suspected of Melanoma Using High-Wavenumber Raman Spectroscopy

(2016) Inês P. Santos et al.   ANALYTICAL CHEMISTRY

Stimulated Raman scattering microscopy: an emerging tool for drug discovery

(2016) W. J. Tipping et al.   CHEMICAL SOCIETY REVIEWS

Multi-centre Raman spectral mapping of oesophageal cancer tissues: a study to assess system transferability

(2016) M. Isabelle et al.   FARADAY DISCUSSIONS

Multi-centre Raman spectral mapping of oesophageal cancer tissues: a study to assess system transferability

(2016) M. Isabelle et al.   FARADAY DISCUSSIONS

Colocalization of fluorescence and Raman microscopic images for the identification of subcellular compartments: a validation study

(2015) Sascha D. Krauß et al.   ANALYST

Raman spectroscopy for screening and diagnosis of cervical cancer

(2015) Fiona M. Lyng et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

In vitro prediction of the efficacy of molecularly targeted cancer therapy by Raman spectral imaging

(2015) Hesham K. Yosef et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

Label-Free Raman Spectroscopic Imaging Monitors the Integral Physiologically Relevant Drug Responses in Cancer Cells

(2015) Samir F. El-Mashtoly et al.   ANALYTICAL CHEMISTRY

Raman spectroscopy and cytopathology of oral exfoliated cells for oral cancer diagnosis

(2015) Aditi Sahu et al.   Analytical Methods

Texture analysis and classification in coherent anti-Stokes Raman scattering (CARS) microscopy images for automated detection of skin cancer

(2015) Fisseha Bekele Legesse et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Discrimination and classification of liver cancer cells and proliferation states by Raman spectroscopic imaging

(2014) T. Tolstik et al.   ANALYST

Large scale infrared imaging of tissue micro arrays (TMAs) using a tunable Quantum Cascade Laser (QCL) based microscope

(2014) Paul Bassan et al.   ANALYST

Automated Identification of Subcellular Organelles by Coherent Anti-Stokes Raman Scattering

(2014) Samir F. El-Mashtoly et al.   BIOPHYSICAL JOURNAL

Imaging the intracellular distribution of tyrosine kinase inhibitors in living cells with quantitative hyperspectral stimulated Raman scattering

(2014) Dan Fu et al.   Nature Chemistry

Raman micro spectroscopy study of the interaction of vincristine with A549 cells supported by expression analysis of bcl-2 protein

(2013) Haq Nawaz et al.   ANALYST

Spectral histopathology of colon cancer tissue sections by Raman imaging with 532 nm excitation provides label free annotation of lymphocytes, erythrocytes and proliferating nuclei of cancer cells

(2013) Laven Mavarani et al.   ANALYST

Label-free imaging of drug distribution and metabolism in colon cancer cells by Raman microscopy

(2013) Samir F. El-Mashtoly et al.   ANALYST

Immunohistochemistry, histopathology and infrared spectral histopathology of colon cancer tissue sections

(2012) Angela Kallenbach-Thieltges et al.   Journal of Biophotonics

Spectral unmixing and clustering algorithms for assessment of single cells by Raman microscopic imaging

(2011) Martin Hedegaard et al.   THEORETICAL CHEMISTRY ACCOUNTS

Discriminating Isogenic Cancer Cells and Identifying Altered Unsaturated Fatty Acid Content as Associated with Metastasis Status, Using K-Means Clustering and Partial Least Squares-Discriminant Analysis of Raman Maps

(2010) Martin Hedegaard et al.   ANALYTICAL CHEMISTRY

Identification and differentiation of single cells from peripheral blood by Raman spectroscopic imaging

(2010) Ute Neugebauer et al.   Journal of Biophotonics

Spectral cytopathology of cervical samples: detecting cellular abnormalities in cytologically normal cells

(2010) Jennifer M Schubert et al.   LABORATORY INVESTIGATION

A novel procedure for strain classification of fungal mycelium by cluster and artificial neural network analysis of Fourier transform infrared (FTIR) spectra

(2009) Annette Naumann   ANALYST

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Disease recognition by infrared and Raman spectroscopy

(2008) Christoph Krafft et al.   Journal of Biophotonics