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:
- circEWS public code☆69Updated 7 months ago
- 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☆54Updated last year
- Implementation of DeepSurv using Keras☆52Updated last year
- SurvSHAP(t): Time-dependent explanations of machine learning survival models☆89Updated last year
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆29Updated 2 years ago
- A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.☆150Updated 3 months ago
- ☆11Updated 3 years ago
- Dynamic Deep Hit - Pytorch implementation☆27Updated 2 weeks ago
- PreOpNet is an ECG-waveform based architecture for prediction of post-operative mortality and MACE☆3Updated 4 months ago
- ☆19Updated 5 years ago
- A probabilistic model to cluster survival data in a variational deep clustering setting☆30Updated 2 years ago
- Code for paper "Estimating Trustworthy Treatment Effects for Antibiotic Stewardship in Sepsis"☆17Updated 2 years ago
- This repository is a tutorial about survival analysis based on advanced machine learning methods including Random Forest, Gradient Boosti…☆31Updated 6 years ago
- Multimodal deep learning model for long-term cancer survival prediction☆81Updated 3 years ago
- ☆29Updated 3 years ago
- Repository for the HiRID ICU Benchmark (HiB) project☆57Updated last year
- Deep survival analysis made easy☆135Updated this week
- ☆21Updated 4 years ago
- Repository for the overview paper "Deep Learning for Survival Analysis: A Survey"☆25Updated 4 months ago
- TemporAI: ML-centric Toolkit for Medical Time Series☆117Updated last year
- Study in eICU-CRD about vancomycin and associated nephrotoxicity☆10Updated 2 years ago
- ☆13Updated 3 years ago
- Replication of the RNN-SURV architecture☆14Updated 2 years ago
- Comparing DeepHit and DeepSurv models on the SUPPORT dataset☆18Updated 3 years ago
- Discrete-Time Survival Model for Neural Networks☆92Updated last year
- 🏥 ICU data with R 🏥☆43Updated 2 months ago
- COX Proportional risk model and survival analysis implemented by tensorflow.☆103Updated 4 years ago
- A list of papers/resources in Survival Analysis that I have read or would like to read.☆58Updated 2 weeks ago
- Repository for the paper 'Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorat…☆47Updated last month