suinleelab / IMPACT
This repository provides the dataset and code of Interpretable machine learning prediction of all-cause mortality.
☆19Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for IMPACT
- Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data☆65Updated 4 years ago
- Implementations of various feature selection methods☆23Updated 3 years ago
- Implementation of DeepSurv using Keras☆49Updated last year
- A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.☆119Updated 2 months ago
- Multimodal deep learning model for long-term cancer survival prediction☆73Updated 2 years ago
- Deep survival analysis made easy☆71Updated last week
- Repository for the overview paper "Deep Learning for Survival Analysis: A Survey"☆22Updated 2 weeks ago
- SurvTRACE: Transformers for Survival Analysis with Competing Events☆45Updated last year
- COX Proportional risk model and survival analysis implemented by tensorflow.☆101Updated 3 years ago
- ☆28Updated 2 years ago
- SurvSHAP(t): Time-dependent explanations of machine learning survival models☆81Updated 10 months ago
- Discrete-Time Survival Model for Neural Networks☆88Updated 9 months ago
- circEWS public code☆62Updated 3 weeks ago
- DeepHit: A Deep Learning Approach to Survival Analysis with Competing Risks☆181Updated 2 years ago
- A probabilistic model to cluster survival data in a variational deep clustering setting☆28Updated 2 years ago
- Custom python functions to help you further analyse machine learning models and diagnostic test☆14Updated 10 months ago
- ☆132Updated 3 months ago
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆29Updated last year
- Replication of the RNN-SURV architecture☆14Updated last year
- Code for paper "Estimating Trustworthy Treatment Effects for Antibiotic Stewardship in Sepsis"☆14Updated last year
- A Data-Driven Biopsychosocial Framework Determining the Spreading of Chronic Pain☆12Updated last year
- Code for Joint Multi-Modal Longitudinal Regression and Classification☆17Updated 3 years ago
- ☆12Updated 2 years ago
- ☆20Updated last year
- This repository is a tutorial about survival analysis based on advanced machine learning methods including Random Forest, Gradient Boosti…☆30Updated 5 years ago
- ☆31Updated last year
- Deep learning for clustering of multivariate short time series with potentially many missing values☆41Updated 8 months ago
- Dynamic Deep Hit - Pytorch implementation☆22Updated 8 months ago
- PreOpNet is an ECG-waveform based architecture for prediction of post-operative mortality and MACE☆19Updated 2 years ago
- ☆17Updated 4 years ago