suinleelab / IMPACT
This repository provides the dataset and code of Interpretable machine learning prediction of all-cause mortality.
☆18Updated last year
Related projects: ⓘ
- Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data☆65Updated 4 years ago
- Multimodal deep learning model for long-term cancer survival prediction☆74Updated 2 years ago
- Code for paper "Estimating Trustworthy Treatment Effects for Antibiotic Stewardship in Sepsis"☆12Updated last year
- SurvTRACE: Transformers for Survival Analysis with Competing Events☆44Updated 11 months ago
- Implementations of various feature selection methods☆22Updated 3 years ago
- Implementation of DeepSurv using Keras☆46Updated last year
- Feature selection in neural networks☆203Updated 2 weeks ago
- A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.☆110Updated last week
- Repository for the overview paper "Deep Learning for Survival Analysis: A Survey"☆20Updated 3 months ago
- ☆27Updated 2 years ago
- Custom python functions to help you further analyse machine learning models and diagnostic test☆13Updated 8 months ago
- SurvSHAP(t): Time-dependent explanations of machine learning survival models☆78Updated 8 months ago
- Code for Joint Multi-Modal Longitudinal Regression and Classification☆16Updated 3 years ago
- Dynamic Deep Hit - Pytorch implementation☆20Updated 5 months ago
- Arguably the best missing values imputation method.☆50Updated 3 weeks ago
- Deep survival analysis made easy☆56Updated last month
- ☆17Updated 4 years ago
- Discrete-Time Survival Model for Neural Networks☆87Updated 7 months ago
- This repository is made to share the REFINED (Representation of Features as Images with NEighborhood Dependencies)☆19Updated 3 years ago
- DeepHazard: Neural Network for Time Varying Risks☆16Updated 3 years ago
- Deep learning for clustering of multivariate short time series with potentially many missing values☆40Updated 6 months ago
- Machine Learning for Survival Analysis: A Survey☆11Updated 3 years ago
- A probabilistic model to cluster survival data in a variational deep clustering setting☆27Updated 2 years ago
- Code for the Paper "Automatic Feature Selection for Survival Analysis with Deep Learning"☆15Updated 4 years ago
- ☆12Updated 2 years ago
- COX Proportional risk model and survival analysis implemented by tensorflow.☆99Updated 3 years ago
- A library of survival model☆19Updated 4 years ago
- This repo is about predicting survival time of a patient using different deep learning techniques. Basically many models were developed b…☆12Updated 4 years ago
- ☆128Updated last month
- Code and documentation for experiments in the TreeExplainer paper☆178Updated 4 years ago