Hung Le Nhat - University of Surrey
- Dr. Eng-Jon Ong
- Prof. Miroslaw Bober
University of Surrey - United Kingdom
The project will be released in September - 2023
This repository provide the implementation of SurvTimeSurvival and our result that prove our performance
git clone https://github.com/davidlee1102/Surtimesurvival.git- Install conda software, which can be found at:
https://www.anaconda.com/ - Import survtimesurvival.yml to conda
- Use this bash
conda activate survtimesurvivalpip install -r requirements.txtInstall from requirements
pip install -r requirements.txtAfter that there are some experiments we have proposed inside the tutorial, because of targeting to deal with covariate data, we almost target to PBC2 data
We announced our research and compared with another paper
| Attempt | SurvTrace | Our First Approaches | Our Second Approaches | Description |
|---|---|---|---|---|
| Dealing with missing data | ✅ | ✅ | ||
| Generate new data | ✅ | ✅ | ||
| Dealing with independece data | ✅ | ✅ | ✅ | |
| Dealing with covariate data | ✅ | ✅ | ||
| Dealing with multiple event | ✅ | This function is not at the moment right now due to limitation in time | ||
| Predict survival, risk, harzard | ✅ | ✅ | ✅ |
..
🤘 This repo is currently developing and fixing, if this repo have any problems or you have any questions/ suggestions, feel free to email us
$This source code is our novel and currently under submission in ML4H (2023)$
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