AIMedLab / clinical-fusionLinks
Code and Datasets for the paper "Combining structured and unstructured data for predictive models: a deep learning approach", published on BMC Medical Informatics and Decision Making in 2020.
☆19Updated 5 years ago
Alternatives and similar repositories for clinical-fusion
Users that are interested in clinical-fusion are comparing it to the libraries listed below
Sorting:
- ☆26Updated 5 years ago
- Predicting cardiovascular heart disease using CNN☆17Updated 4 years ago
- Predicting ICD Codes from Clinical Notes☆63Updated 5 years ago
- The repository for the paper "Predicting in-hospital mortality by combining clinical notes with time-series data"☆12Updated 4 years ago
- MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"☆19Updated 6 years ago
- MGP-AttTCN: An Interpretable Machine Learning Model for the Prediction of Sepsis☆24Updated 2 years ago
- Early prediction of sepsis with gradient boosting (XGBoost) and deep learning (LSTM and GRU) using MIMIC-III data.☆16Updated 3 years ago
- Code for "Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP"☆13Updated 2 years ago
- Clinical decision support - reinforcement learning agent for sepsis treatment in intensive care☆37Updated 11 months ago
- Project Repo for CSE6250 Big Data Analytics for Healthcare - Mortality Prediction Model☆26Updated 7 years ago
- Predicting Medical Billing Codes (ICD9) from Clinical Notes (in MIMIC-III datasets) using Deep Learning☆26Updated 5 years ago
- This is the final project of the CSE6250. We mainly use the MIMIC-III data to predict the sepsis.☆13Updated 6 years ago
- Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.☆19Updated 5 years ago
- ☆12Updated 3 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 6 years ago
- python code for BRLTM model☆15Updated 4 years ago
- Sepsis Prediction using Clinical Data (PhysioNet Computing in Cardiology Challenge 2019)☆29Updated 4 years ago
- The source code of "Early Hospital Mortality Prediction using Vital Signals"☆34Updated 5 years ago
- Sepsis Prediction on MIMIC☆71Updated 3 years ago
- ☆11Updated 5 years ago
- The DHDR (Digital Health Data Repository) is a repository with sample data for use with the DBDP.☆48Updated 5 months ago
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆36Updated 3 years ago
- Time-Aware Transformer-based Network for Clinical Notes Series Prediction☆23Updated last year
- A tool developed using python to convert images of ECG's into signals of ECG basically digitize them.☆33Updated 4 years ago
- Early Prediction of Sepsis from Clinical Time Series Data☆36Updated 5 years ago
- Code for "Graph Neural Network on Electronic Health Records for Predicting Alzheimer’s Disease"☆269Updated last year
- Clinical data fusion☆33Updated 3 years ago
- circEWS public code☆72Updated 11 months ago
- source codes based on PyTorch to analyze EHR☆147Updated last year
- ☆33Updated 3 years ago