suinleelab / IMPACTLinks
This repository provides the dataset and code of Interpretable machine learning prediction of all-cause mortality.
☆24Updated 3 years ago
Alternatives and similar repositories for IMPACT
Users that are interested in IMPACT are comparing it to the libraries listed below
Sorting:
- Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data☆85Updated 5 years ago
- SurvTRACE: Transformers for Survival Analysis with Competing Events☆60Updated 2 years ago
- Implementation of DeepSurv using Keras☆51Updated 2 years ago
- ☆13Updated 3 years ago
- circEWS public code☆74Updated last year
- Code for paper "Estimating Trustworthy Treatment Effects for Antibiotic Stewardship in Sepsis"☆18Updated 2 years ago
- SurvSHAP(t): Time-dependent explanations of machine learning survival models☆95Updated last year
- ☆19Updated 5 years ago
- Deep survival analysis made easy☆167Updated last week
- A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.☆167Updated 8 months ago
- DeepHit: A Deep Learning Approach to Survival Analysis with Competing Risks☆218Updated 10 months ago
- ☆18Updated last year
- ☆11Updated 3 years ago
- A probabilistic model to cluster survival data in a variational deep clustering setting☆30Updated 3 years ago
- Study in eICU-CRD about vancomycin and associated nephrotoxicity☆10Updated 2 years ago
- Repository for the HiRID ICU Benchmark (HiB) project☆58Updated 2 years ago
- Xiaoli's code on calcualting hourly sofa score☆15Updated 3 years ago
- Comparing DeepHit and DeepSurv models on the SUPPORT dataset☆19Updated 4 years ago
- CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis☆35Updated 2 months ago
- ☆23Updated 5 years ago
- Discrete-Time Survival Model for Neural Networks☆93Updated last year
- OMOP standardization pipeline for ICU databases☆44Updated 9 months ago
- Multimodal deep learning model for long-term cancer survival prediction☆86Updated 3 years ago
- ☆27Updated 2 years ago
- 🏥 ICU data with R 🏥☆51Updated 3 months ago
- Repo for Oxygenation project proposed by KC at Datathon☆28Updated 6 years ago
- Code for the Paper "Automatic Feature Selection for Survival Analysis with Deep Learning"☆16Updated 5 years ago
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆29Updated 3 years ago
- Replication of the RNN-SURV architecture☆14Updated 2 years ago
- COX Proportional risk model and survival analysis implemented by tensorflow.☆106Updated 4 years ago