vanderschaarlab / autoprognosisLinks
A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
☆152Updated 4 months ago
Alternatives and similar repositories for autoprognosis
Users that are interested in autoprognosis are comparing it to the libraries listed below
Sorting:
- SurvTRACE: Transformers for Survival Analysis with Competing Events☆55Updated last year
- Repository for the HiRID ICU Benchmark (HiB) project☆57Updated 2 years ago
- TemporAI: ML-centric Toolkit for Medical Time Series☆118Updated last year
- SurvSHAP(t): Time-dependent explanations of machine learning survival models☆91Updated last year
- This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publicat…☆128Updated 2 years ago
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆29Updated 2 years ago
- Deep survival analysis made easy☆149Updated 2 weeks ago
- AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916☆184Updated 6 months ago
- OMOP standardization pipeline for ICU databases☆43Updated 5 months ago
- circEWS public code☆70Updated 9 months ago
- Resources for Machine Learning Explainability☆82Updated 11 months ago
- DeepHit: A Deep Learning Approach to Survival Analysis with Competing Risks☆208Updated 5 months ago
- Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data☆81Updated 4 years ago
- ☆138Updated last week
- Resource library for getting started with deep learning work using electrocardiograms☆95Updated this week
- Electronic Health Record Analysis with Python.☆298Updated this week
- Deep Generative Modelling of Patient Timelines using Electronic Health Records☆63Updated last month
- source codes based on PyTorch to analyze EHR☆143Updated last year
- ☆73Updated 5 months ago
- The most comprehensive Python package for evaluating survival analysis models.☆37Updated 2 weeks ago
- Schema definitions and Python types for Medical Event Data Standard, a standard for medical event data such as EHR and claims data☆68Updated 2 months ago
- public code repository for paper "Health system scale language models are general purpose clinical prediction engines"☆113Updated 2 years ago
- A customizable pipeline for data extraction from MIMIC-IV.☆248Updated this week
- Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series☆132Updated 2 years ago
- ☆29Updated 3 years ago
- ☆22Updated 4 years ago
- 🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…☆74Updated last week
- Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records☆20Updated 2 years ago
- A probabilistic model to cluster survival data in a variational deep clustering setting☆30Updated 3 years ago
- Code for BEHRT: Transformer for Electronic Health Records☆111Updated 2 years ago