suinleelab / IMPACTLinks
This repository provides the dataset and code of Interpretable machine learning prediction of all-cause mortality.
☆23Updated 2 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☆81Updated 4 years ago
- SurvTRACE: Transformers for Survival Analysis with Competing Events☆55Updated last year
- circEWS public code☆70Updated 8 months ago
- A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.☆151Updated 3 months ago
- DeepHit: A Deep Learning Approach to Survival Analysis with Competing Risks☆206Updated 5 months ago
- ☆19Updated 5 years ago
- Code for paper "Estimating Trustworthy Treatment Effects for Antibiotic Stewardship in Sepsis"☆17Updated 2 years ago
- Multimodal deep learning model for long-term cancer survival prediction☆82Updated 3 years ago
- Implementation of DeepSurv using Keras☆52Updated 2 years ago
- A probabilistic model to cluster survival data in a variational deep clustering setting☆30Updated 2 years ago
- SurvSHAP(t): Time-dependent explanations of machine learning survival models☆89Updated last year
- Deep survival analysis made easy☆141Updated 2 weeks ago
- Repository for the HiRID ICU Benchmark (HiB) project☆57Updated 2 years ago
- ☆26Updated 2 years ago
- Custom python functions to help you further analyse machine learning models and diagnostic test☆16Updated 3 weeks ago
- Code for the Paper "Automatic Feature Selection for Survival Analysis with Deep Learning"☆16Updated 5 years ago
- Dynamic Deep Hit - Pytorch implementation☆28Updated last month
- ☆22Updated 4 years ago
- ☆11Updated 3 years ago
- ☆11Updated 3 years ago
- Discrete-Time Survival Model for Neural Networks☆92Updated last year
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆29Updated 2 years ago
- CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis☆27Updated 10 months ago
- COX Proportional risk model and survival analysis implemented by tensorflow.☆103Updated 4 years ago
- Code for finetuning TabPFN on one downstream tabular dataset.☆66Updated last month
- Study in eICU-CRD about vancomycin and associated nephrotoxicity☆10Updated 2 years ago
- TemporAI: ML-centric Toolkit for Medical Time Series☆117Updated last year
- Repository for the paper 'Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorat…☆48Updated 2 months ago
- ☆141Updated 11 months ago
- Replication of the RNN-SURV architecture☆14Updated 2 years ago