babylonhealth / counterfactual-diagnosisLinks
☆58Updated last year
Alternatives and similar repositories for counterfactual-diagnosis
Users that are interested in counterfactual-diagnosis are comparing it to the libraries listed below
Sorting:
- ☆15Updated 3 years ago
- Source code for a comprehensive analysis of MTL over EHR timeseries data.☆37Updated 2 years ago
- ☆35Updated 2 years ago
- ☆37Updated 5 years ago
- Code for submission XXXX☆11Updated last year
- circEWS public code☆69Updated 7 months ago
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆36Updated 2 years ago
- ☆26Updated 4 months ago
- Code for ICLR 2020 paper: "Estimating counterfactual treatment outcomes over time through adversarially balanced representations" by I. B…☆59Updated last year
- Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139☆24Updated 2 years ago
- Code for - ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context (AAAI-2020)☆31Updated 3 years ago
- Repository for the HiRID ICU Benchmark (HiB) project☆57Updated last year
- COVID-19 EHR data analysis pipeline☆20Updated 5 months ago
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆33Updated 2 years ago
- ☆24Updated 5 years ago
- Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how☆18Updated last year
- ☆39Updated last year
- ☆12Updated 3 years ago
- The official implementation of TContext-GGAN☆14Updated 3 years ago
- Medical Concept Embedding with Multiple Ontological Representations (IJCAI-19)☆9Updated 4 years ago
- A probabilistic model to cluster survival data in a variational deep clustering setting☆30Updated 2 years ago
- [ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions …☆25Updated last year
- ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context (AAAI-2020)☆20Updated 3 years ago
- SurvTRACE: Transformers for Survival Analysis with Competing Events☆54Updated last year
- source codes based on PyTorch to analyze EHR☆140Updated last year
- Training HuggingFace models on EHR data☆26Updated 3 weeks ago
- Patient Code & Text Representation Learning☆20Updated 2 years ago
- Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.☆83Updated 2 years ago
- ☆45Updated 6 years ago
- ☆28Updated last year