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https://github.com/clearlangw/depression-diagnosis-based-on-eeg-and-tongue

https://github.com/clearlangw/depression-diagnosis-based-on-eeg-and-tongue

Science Score: 23.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
  • ✓
    DOI references
    Found 1 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: springer.com
  • ○
    Academic email domains
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (1.5%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: Clearlangw
  • Language: Jupyter Notebook
  • Default Branch: main
  • Size: 6.98 MB
Statistics
  • Stars: 7
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 3 years ago · Last pushed almost 3 years ago

https://github.com/Clearlangw/Depression-diagnosis-based-on-EEG-and-Tongue/blob/main/ 

# MMTV: Multimodal Model of Trans_EEGNet and Vision Transformer 

[![pCyV9AJ.png](https://s1.ax1x.com/2023/07/05/pCyV9AJ.png)](https://imgse.com/i/pCyV9AJ)



[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/12xHdlALR0JcB1-kgUzjXWo4X0WcZg-Po?usp=sharing)

| [English](./README-EN.md)

## 

MMTV,

Trans_EEGNet

ViT





## /

mmtv.ipynb



- `README.md`/`README-EN.md`: 
- `overview.png`:
- `mmtv.ipynb`:demo
- `EEGPreProcess/`: 
  - `DEofEEG.py`: .bdf
  - `EEGNetPre.py`: .npy[EEGNet](https://github.com/aliasvishnu/EEGNet)Trans_EEGNet
  - `4DCRNNPre.py`: .npy[4DCRNN](https://link.springer.com/article/10.1007/s11571-020-09634-1)
- `TongueLabelPreProcess/`: 
  - `TongueLabelMap.py`: 
  - `EEG2TongueLabels.py`:EEG

- `OnlineUtils/`: 
  - `sam.txt`: [SAM](https://segment-anything.com/)[](https://github.com/IDEA-Research/Grounded-Segment-Anything)
  - `paddletongue.txt`:paddlepaddle

- `OtherCodes/`: mmtv.ipynb
  - `keras_CRNN.ipynb`: 4DCRNN
  - `Trans_EEGNet.ipynb`:Trans_EEGNet

Owner

  • Login: Clearlangw
  • Kind: user

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