rjgiedt / Cardiovascular_Death_Prediction
Files related to an insight data science project focused on predicting death in atherosclerosis patients from the MIMICIII database.
☆11Updated 7 years ago
Alternatives and similar repositories for Cardiovascular_Death_Prediction
Users that are interested in Cardiovascular_Death_Prediction are comparing it to the libraries listed below
Sorting:
- Deep Learning for EHR papers☆34Updated 5 years ago
- MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"☆19Updated 6 years ago
- ☆33Updated 6 years ago
- A Python library to load and analyze the MIMIC III Critical Care Database☆28Updated 2 years ago
- Predict hospital readmission with discharge summaries☆66Updated 6 years ago
- Readmission Prediction via Deep Contextual Embedding of Clinical Concepts☆18Updated 7 years ago
- ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU☆28Updated 4 years ago
- Source code for Medical Concept Embedding with Time-Aware Embedding☆22Updated 5 years ago
- Predicting 30-day ICU readmissions from the MIMIC-III database☆86Updated 7 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 5 years ago
- Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)☆24Updated 7 years ago
- ☆38Updated 2 years ago
- Real time mortality prediction in the MIMIC-III database☆53Updated 7 years ago
- KDD2020 paper; Identifying Sepsis Subphenotypes via Time-Aware Multi-Modal Auto-Encoder☆19Updated 4 years ago
- This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission'☆31Updated 6 years ago
- This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical even…☆76Updated last year
- The source code of "Early Hospital Mortality Prediction using Vital Signals"☆34Updated 5 years ago
- A Deep Dynamic Memory Model for Predictive Medicine☆70Updated 6 years ago
- ☆30Updated 7 years ago
- Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record☆107Updated 6 years ago
- Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database☆38Updated 7 years ago
- ☆70Updated 3 years ago
- MIMICIII Sepsis Survival Analysis☆14Updated 8 years ago
- ☆12Updated 2 years ago
- Code for "Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP"☆13Updated last year
- MIMIC III v1.4 analysis. Mortality prediction through Deep Learning.☆25Updated 5 years ago
- Repository for the paper describing MIMIC-III☆80Updated 8 years ago
- ☆127Updated 7 months ago
- This is the final project of the CSE6250. We mainly use the MIMIC-III data to predict the sepsis.☆13Updated 6 years ago
- Corresponding code for experiments described in "Predicting Clinical Outcomes Across Changing Electronic Health Records." Presented at KD…☆11Updated 7 years ago