Dynamic-DeepHit

Title: "Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data"

Authors: Changhee Lee, Jinsung Yoon, Mihaela van der Schaar

Reference: C. Lee, J. Yoon, M. van der Schaar, "Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data," IEEE Transactions on Biomedical Engineering (TBME). 2020
Paper: https://ieeexplore.ieee.org/document/8681104

This code shows the implementation of Dynamic-DeepHit on PBC2 dataset. Please see the tutorial.

numpy==1.16.5 pandas==1.0.1 tensorflow==1.13.1 scikit-learn==0.22.1 lifelines==0.24.9 termcolor==1.1.0 scikit-survival==0.12.0

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
data		data
README.md		README.md
class_DeepLongitudinal.py		class_DeepLongitudinal.py
get_main_CF.py		get_main_CF.py
import_data.py		import_data.py
main.py		main.py
tutorial.ipynb		tutorial.ipynb
utils_eval.py		utils_eval.py
utils_helper.py		utils_helper.py
utils_log.py		utils_log.py
utils_network.py		utils_network.py

Provide feedback