sheryl-ai / MetaPred
MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records (KDD 2019)
☆48Updated 5 years ago
Alternatives and similar repositories for MetaPred:
Users that are interested in MetaPred are comparing it to the libraries listed below
- Source code for a comprehensive analysis of MTL over EHR timeseries data.☆37Updated 2 years ago
- pytorch implementation for the CAMP model in ICDM 2019 "CAMP: Co-Attention Memory Networks for Diagnosis Prediction in Healthcare"☆15Updated 5 years ago
- ☆38Updated 5 years ago
- ☆38Updated 2 years ago
- Source code for StageNet: Stage-Aware Neural Networks for Health Risk Prediction☆30Updated 4 years ago
- pytorch-retain☆14Updated 7 years ago
- AC_TPC: Temporal Phenotyping using Deep Predicting Clustering of Disease Progression☆46Updated 4 years ago
- Deep Learning for EHR papers☆34Updated 5 years ago
- This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care …☆77Updated last year
- Dual Adversarial Autoencoder for Generating Set-valued Sequences☆18Updated 4 years ago
- [ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions …☆24Updated last year
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 5 years ago
- ☆12Updated 2 years ago
- Medical Concept Embedding with Multiple Ontological Representations (IJCAI-19)☆10Updated 4 years ago
- An implementation of RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Recor…☆44Updated 6 years ago
- Source code for Medical Concept Embedding with Time-Aware Embedding☆22Updated 5 years ago
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆31Updated 2 years ago
- MiME Repository☆105Updated 5 years ago
- ☆22Updated 3 years ago
- ☆24Updated 5 years ago
- Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139☆24Updated 2 years ago
- Python code parsing data from PhysioNet Challenge 2012☆21Updated 6 years ago
- ☆12Updated 3 years ago
- KDD2020 paper; Identifying Sepsis Subphenotypes via Time-Aware Multi-Modal Auto-Encoder☆19Updated 4 years ago
- Meta-Learning for Risk Prediction with Limited Patient Electronic Health Records Using PySyft and SyferText☆19Updated 4 years ago
- ☆127Updated 6 months ago
- Time-Aware Transformer-based Network for Clinical Notes Series Prediction☆23Updated last year
- ☆15Updated 3 years ago
- An Empirical Framework for Domain Generalization In Clinical Settings☆30Updated 3 years ago
- python code for BRLTM model☆13Updated 4 years ago