suinleelab / IMPACT
This repository provides the dataset and code of Interpretable machine learning prediction of all-cause mortality.
☆22Updated 2 years ago
Alternatives and similar repositories for IMPACT:
Users that are interested in IMPACT are comparing it to the libraries listed below
- SurvTRACE: Transformers for Survival Analysis with Competing Events☆48Updated last year
- Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data☆68Updated 4 years ago
- Implementation of DeepSurv using Keras☆51Updated last year
- circEWS public code☆66Updated 3 months ago
- Deep survival analysis made easy☆102Updated last week
- ☆18Updated 4 years ago
- SurvSHAP(t): Time-dependent explanations of machine learning survival models☆83Updated last year
- A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.☆125Updated 2 months ago
- ☆18Updated 4 years ago
- A probabilistic model to cluster survival data in a variational deep clustering setting☆30Updated 2 years ago
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆30Updated 2 years ago
- Multimodal deep learning model for long-term cancer survival prediction☆77Updated 2 years ago
- Discrete-Time Survival Model for Neural Networks☆92Updated last year
- Code for paper "Estimating Trustworthy Treatment Effects for Antibiotic Stewardship in Sepsis"☆16Updated last year
- Repository for the overview paper "Deep Learning for Survival Analysis: A Survey"☆24Updated 3 months ago
- Repository for the HiRID ICU Benchmark (HiB) project☆52Updated last year
- PreOpNet is an ECG-waveform based architecture for prediction of post-operative mortality and MACE☆3Updated 2 weeks ago
- CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis☆22Updated 5 months ago
- This repository is a tutorial about survival analysis based on advanced machine learning methods including Random Forest, Gradient Boosti…☆32Updated 6 years ago
- ☆22Updated last year
- The most comprehensive Python package for evaluating survival analysis models.☆34Updated 3 months ago
- COX Proportional risk model and survival analysis implemented by tensorflow.☆103Updated 3 years ago
- ACM CHIL 2020: "Survival Cluster Analysis"☆17Updated 4 years ago
- ☆29Updated 3 years ago
- Implementation of Decision Curve Analysis for Binary Classification☆12Updated 3 years ago
- Custom python functions to help you further analyse machine learning models and diagnostic test☆15Updated last year
- Training neural networks in PyTorch☆27Updated 11 months ago
- Repository for the paper 'Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorat…☆39Updated 4 months ago
- ☆13Updated last year