Accurate diagnosis of lung tissues for 2D Raman spectrogram by deep learning based on short-time Fourier transform

Y Qi, L Yang, B Liu, L Liu, Y Liu, Q Zheng, D Liu… - Analytica Chimica …, 2021 - Elsevier
Multivariate statistical analysis methods have an important role in spectrochemical analyses
to rapidly identify and diagnose cancer and the subtype. However, utilizing these methods to …

Accurate diagnosis of lung tissues for 2D Raman spectrogram by deep learning based on short-time Fourier transform

Y Qi, L Yang, B Liu, L Liu, Y Liu… - Analytica …, 2021 - pubmed.ncbi.nlm.nih.gov
Multivariate statistical analysis methods have an important role in spectrochemical analyses
to rapidly identify and diagnose cancer and the subtype. However, utilizing these methods to …

Accurate diagnosis of lung tissues for 2D Raman spectrogram by deep learning based on short-time Fourier transform

Y Qi, L Yang, B Liu, L Liu, Y Liu, Q Zheng… - Analytica …, 2021 - ui.adsabs.harvard.edu
Multivariate statistical analysis methods have an important role in spectrochemical analyses
to rapidly identify and diagnose cancer and the subtype. However, utilizing these methods to …

Accurate diagnosis of lung tissues for 2D Raman spectrogram by deep learning based on short-time Fourier transform

Y Qi, L Yang, B Liu, L Liu, Y Liu, Q Zheng, D Liu… - Analytica Chimica …, 2021 - inis.iaea.org
[en] Highlights:• An unusual way of thinking which regards Raman spectral signals as
speech signals for identification is proposed.• A new definition named Raman spectrogram …

Accurate diagnosis of lung tissues for 2D Raman spectrogram by deep learning based on short-time Fourier transform.

Y Qi, L Yang, B Liu, L Liu, Y Liu, Q Zheng… - Analytica Chimica …, 2021 - europepmc.org
Multivariate statistical analysis methods have an important role in spectrochemical analyses
to rapidly identify and diagnose cancer and the subtype. However, utilizing these methods to …