Meicheng-SEU / EASP
The highest entry score from our team named SailOcean in the PhysioNet/Computing in Cardiology Challenge 2019. An Explainable Artificial Intelligence Predictor for Early Detection of Sepsis.
☆20Updated 3 years ago
Related projects: ⓘ
- Sepsis Prediction on MIMIC☆66Updated 2 years ago
- Reinforcement Learning based 'Learning' of Dynamic Sepsis Treatment Strategies☆24Updated 3 years ago
- This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical even…☆77Updated 4 months ago
- Source code for a comprehensive analysis of MTL over EHR timeseries data.☆34Updated last year
- ☆36Updated 2 years ago
- ☆125Updated last year
- AC_TPC: Temporal Phenotyping using Deep Predicting Clustering of Disease Progression☆45Updated 3 years ago
- KDD2020 paper; Identifying Sepsis Subphenotypes via Time-Aware Multi-Modal Auto-Encoder☆18Updated 3 years ago
- circEWS public code☆59Updated last week
- This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care …☆76Updated last year
- Recurrent Attentive and Intensive Modeling of Multimodal Patient Monitoring Data☆17Updated 5 years ago
- MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records (KDD 2019)☆48Updated 4 years ago
- This is the final project of the CSE6250. We mainly use the MIMIC-III data to predict the sepsis.☆13Updated 5 years ago
- Source code for AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibrati…☆23Updated 3 years ago
- Early Prediction of Sepsis from Clinical Time Series Data☆32Updated 4 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆31Updated 5 years ago
- Sepsis Prediction using Clinical Data (PhysioNet Computing in Cardiology Challenge 2019)☆24Updated 3 years ago
- Repository for the HiRID ICU Benchmark (HiB) project☆51Updated last year
- Learning representations for RL in Healthcare under a POMDP assumption☆48Updated 3 years ago
- python code for BRLTM model☆12Updated 3 years ago
- Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139☆22Updated 2 years ago
- Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database☆37Updated 6 years ago
- ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU☆26Updated 3 years ago
- VentAI source code☆26Updated 7 months ago
- Code (rewritten) for our winning submission to the sepsis physionet 2019 challenge. Team name: Can I get your signature?☆14Updated last year
- ☆24Updated 4 years ago
- Deep Learning for EHR papers☆32Updated 5 years ago
- Patient Code & Text Representation Learning☆20Updated last year
- Predicting Unplanned Hospital Readmission Using Natural Language Processing of MIMICIII Discharge Notes☆10Updated 5 years ago
- Early sepsis detection w/ multitask gaussian process neural network☆14Updated 4 years ago