babylonhealth / counterfactual-diagnosis
☆55Updated 8 months ago
Alternatives and similar repositories for counterfactual-diagnosis:
Users that are interested in counterfactual-diagnosis are comparing it to the libraries listed below
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆35Updated last year
- ☆36Updated 4 years ago
- ☆28Updated last year
- ☆15Updated 3 years ago
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆29Updated 2 years ago
- The official implementation of TContext-GGAN☆15Updated 2 years ago
- Code for ICLR 2020 paper: "Estimating counterfactual treatment outcomes over time through adversarially balanced representations" by I. B…☆58Updated 10 months ago
- Source code for a comprehensive analysis of MTL over EHR timeseries data.☆37Updated last year
- Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139☆24Updated 2 years ago
- ☆40Updated 5 years ago
- IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping☆73Updated last year
- ☆24Updated 5 years ago
- The DAPSNet Code☆13Updated 9 months ago
- [ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions …☆24Updated 11 months ago
- A simple implementation of the paper "Disease Prediction via Graph Neural Networks".☆20Updated 3 years ago
- COVID-19 EHR data analysis pipeline☆18Updated last month
- ☆10Updated 4 years ago
- [WWW 2022] "Conditional Generation Net for Medication Recommendation"☆36Updated 2 years ago
- This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care …☆76Updated last year
- circEWS public code☆65Updated 3 months ago
- Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs☆22Updated 3 years ago
- Patient Code & Text Representation Learning☆20Updated last year
- AC_TPC: Temporal Phenotyping using Deep Predicting Clustering of Disease Progression☆46Updated 3 years ago
- Official github repository for the paper "Unsupervised pre-training of graph transformers on patient population graphs"☆12Updated last year
- MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records (KDD 2019)☆48Updated 4 years ago
- Code for ICML 2020 paper: "Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders" by I. …☆52Updated 4 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 5 years ago
- Sepsis Prediction on MIMIC☆69Updated 3 years ago
- ☆12Updated 2 years ago
- Code of MICRON, MIMIC data processing, Residual Learning☆13Updated 2 years ago