Removing non-resonant background from CARS spectra via deep learning

Near real-time intraoperative brain tumor diagnosis using stimulated Raman histology and deep neural networks

(2020) Todd C. Hollon et al.   NATURE MEDICINE

Compressed time-domain coherent Raman spectroscopy with real-time random sampling

(2020) Shigekazu Takizawa et al.   VIBRATIONAL SPECTROSCOPY

Deep neural networks for understanding noisy data applied to physical property extraction in scanning probe microscopy

(2019) Nikolay Borodinov et al.   npj Computational Materials

Deep Learning Spectroscopy: Neural Networks for Molecular Excitation Spectra

(2019) Kunal Ghosh et al.   Advanced Science

Towards calibration-invariant spectroscopy using deep learning

(2019) M. Chatzidakis et al.   Scientific Reports

Deep learning for vibrational spectral analysis: Recent progress and a practical guide

(2019) Jie Yang et al.   ANALYTICA CHIMICA ACTA

Generative Adversarial Networks: An Overview

(2018) Antonia Creswell et al.   IEEE SIGNAL PROCESSING MAGAZINE

A survey on deep learning for big data

(2018) Qingchen Zhang et al.   Information Fusion

Broadband Coherent Raman Scattering Microscopy

(2018) Dario Polli et al.   Laser & Photonics Reviews

Combining deep learning and coherent anti-Stokes Raman scattering imaging for automated differential diagnosis of lung cancer

(2017) Sheng Weng et al.   JOURNAL OF BIOMEDICAL OPTICS

A survey of deep neural network architectures and their applications

(2017) Weibo Liu et al.   NEUROCOMPUTING

Crossing the arterial wall with CARS

(2017) Richard C. Prince et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Quantitative, comparable coherent anti-Stokes Raman scattering (CARS) spectroscopy: correcting errors in phase retrieval

(2015) Charles H. Camp et al.   JOURNAL OF RAMAN SPECTROSCOPY

Deep learning

(2015) Yann LeCun et al.   NATURE

Vibrational spectroscopic imaging of living systems: An emerging platform for biology and medicine

(2015) J.-X. Cheng et al.   SCIENCE

Coherent anti-Stokes Raman scattering microscopy of single nanodiamonds

(2014) Iestyn Pope et al.   Nature Nanotechnology

High-speed coherent Raman fingerprint imaging of biological tissues

(2014) Charles H. Camp Jr et al.   Nature Photonics

Morphologies and Thermal Variability of Patterned Polymer Films with Poly(styrene-co-maleic anhydride)

(2014) Pieter Samyn et al.   Polymers

Critical power for self-focusing in the case of ultrashort laser pulses

(2013) P. Polynkin et al.   PHYSICAL REVIEW A

Rapid, Label-Free Detection of Brain Tumors with Stimulated Raman Scattering Microscopy

(2013) M. Ji et al.   Science Translational Medicine

Maximum entropy and time-domain Kramers-Kronig phase retrieval approaches are functionally equivalent for CARS microspectroscopy

(2012) Marcus T. Cicerone et al.   JOURNAL OF RAMAN SPECTROSCOPY

Video-Rate Molecular Imaging in Vivo with Stimulated Raman Scattering

(2010) B. G. Saar et al.   SCIENCE

Vibrational imaging based on stimulated Raman scattering microscopy

(2009) P Nandakumar et al.   NEW JOURNAL OF PHYSICS

Broadband CARS spectral phase retrieval using a time-domain Kramers–Kronig transform

(2009) Yuexin Liu et al.   OPTICS LETTERS

Background free CARS imaging by phase sensitive heterodyne CARS

(2008) M. Jurna et al.   OPTICS EXPRESS

Label-Free Biomedical Imaging with High Sensitivity by Stimulated Raman Scattering Microscopy

(2008) Christian W. Freudiger et al.   SCIENCE