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eICU workshop presented at Hack Aotearoa
Deep Learning Models for AKI Prediction on MIMIC-III and eICU database
Code for extracting and calculating AKI stage on eICU patients.
learning DS and AL
Curated list of awesome papers for electronic health records(EHR) mining, machine learning, and deep learning.
Decision curve analysis library for Python
A torch package for learning diagnosis models from temporal patient data.
Chronic Disease Prediction Using Medical Notes
Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.
Semantic image segmentation in Tensorflow
HST.953 Workshop: Using MIMIC/eICU I/O and Medication Data
Learn OpenCV : C++ and Python Examples
A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)
Study on mechanical power in MIMIC-III and eICU-CRD
clinical data analysis
Getting started with MIMIC-III Critical Care Database
Ensemble model used to create a more accurate scoring system and mortality predictor for ICU patients using the MIMIC III database using PostgreSQL, R, and Tableau
Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.
Classifications and regressions on ICU hospital data (MIMIC III database).
ML
Supplementary material for the article "Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning"
Real time mortality prediction in the MIMIC-III database
Repo for Oxygenation project proposed by KC at Datathon
Content for the 2019 eICU/eRI Collaborative Research Workshop (23rd September 2019, Colorado)
New official repository: https://github.com/Shoobx/python-graph
Will be updating my thesis code for recognising vertebrae for segmentation and further for CAD
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.