thidoiSanren / CNN_liver-cancer_Raman
☆12Updated 2 years ago
Alternatives and similar repositories for CNN_liver-cancer_Raman
Users that are interested in CNN_liver-cancer_Raman are comparing it to the libraries listed below
Sorting:
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆102Updated 5 years ago
- DeepeR: deep learning enabled Raman spectroscopy☆84Updated last year
- a novel calibration model named SpectraTr, based on the transformer structure is proposed and used for the qualitative analysis of drug s…☆23Updated 2 years ago
- PyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, Transformer, GNN and contrastive learning☆45Updated 3 months ago
- Scripts and data for "Transfer Learning Based Raman Spectra Identification"☆23Updated 5 years ago
- X-ray diffraction denoising using deep convolutional neural networks☆13Updated last year
- Transfer via Extreme learning machine Auto-encoder Method (TEAM)☆20Updated 2 years ago
- ☆11Updated 3 years ago
- Open source data set for quantitative and qualitative analysis of near-infrared spectroscopy☆43Updated 2 years ago
- A peak-fitting tool based on MATLAB for spectroscopic data analysis.☆42Updated 7 months ago
- 主要提出了一种从多谱线特征层融合角度提出了基于格拉姆角场（Gramian angular field）与多尺度卷积神经网络（multi-scale convolutional neural network）的光谱特征提取方法，使用格拉姆角场将一维光谱信号变换为二维图像增强了…☆19Updated last year
- Near-infrared spectroscopy model transfer based on convolutional neural network and transfer learning☆19Updated 2 years ago
- Code for "Deep neural networks for classifying complex features in diffraction images", Zimmermann et al. (2019) (Phys. Rev. E 99, 063309…☆12Updated 5 years ago
- Inverse design of nanophotonic devices using generative adversarial networks☆11Updated 2 years ago
- 涡旋光的产生与检测方法：拉盖尔-高斯光束，贝塞尔-高斯光束，环形☆22Updated 4 years ago
- spectrai: a deep learning framework for spectral data☆61Updated last year
- Deep-Learning-Based Components Identification for Raman Spectroscopy☆47Updated 5 years ago
- Qualitative analysis of near infrared spectroscopy based some simple 1-d cnn networks☆36Updated 2 years ago
- Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other t…☆17Updated last month
- ☆10Updated 2 years ago
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆32Updated 4 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆20Updated last year
- 近红外光谱开源数据集☆31Updated 6 months ago
- This code is a near-infrared spectrum modeling method based on PCA and pls☆31Updated 3 years ago
- Metamaterial lens shape discovery and optimization methods for the design of COPILOT optical instruments.☆11Updated 2 years ago
- We apply deep learning approaches to accurately identify 30 common bacterial pathogens, achieving an average isolate-level accuracy of ov…☆12Updated 4 years ago
- Matlab utility for calculating the transmission of a multimode fiber amplifier with a configurable pump beam☆9Updated 5 years ago
- Deep Learning models applied to the analysis of VIS-NIR spectral data☆123Updated last month
- Here, we use Deep SHAP (or SHAP) to explain the behavior of nanophotonic structures learned by a convolutional neural network (CNN). Refe…☆21Updated 3 years ago
- Common preprocessing such as sg, msc, SNV, first-order derivative, second-order derivative, etc.☆102Updated 2 years ago