hhchang0210

AKI-Prediction

Deep Learning Models for AKI Prediction on MIMIC-III and eICU database

2019_hack_aotearoa_eicu

eICU workshop presented at Hack Aotearoa

aki_eicu

Code for extracting and calculating AKI stage on eICU patients.

algorithm-1

learning DS and AL

awesome-ehr-deeplearning

Curated list of awesome papers for electronic health records(EHR) mining, machine learning, and deep learning.

deepDiagnosis

A torch package for learning diagnosis models from temporal patient data.

DeepEHR

Chronic Disease Prediction Using Medical Notes

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.

Tableone-after-IPTW

final-project-of-DIP

Semantic image segmentation in Tensorflow

hhchang0210.github.io

hst953_iomed

HST.953 Workshop: Using MIMIC/eICU I/O and Medication Data

learnopencv

Learn OpenCV : C++ and Python Examples

Linear-Attention-Recurrent-Neural-Network

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)

mechanical-power

Study on mechanical power in MIMIC-III and eICU-CRD

MIMIC-III-database-analysis

clinical data analysis

MIMIC-III-Getting-Started

Getting started with MIMIC-III Critical Care Database

MIMIC-III-ICU-scoring-system-

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

mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

MIMIC_Code

Classifications and regressions on ICU hospital data (MIMIC III database).

ML

ML

model-eval-article-supplementary

Supplementary material for the article "Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning"

mortality-prediction

Real time mortality prediction in the MIMIC-III database

oxygenation_kc

Repo for Oxygenation project proposed by KC at Datathon

philips-eicu-meeting-2019

Content for the 2019 eICU/eRI Collaborative Research Workshop (23rd September 2019, Colorado)

PLA

python-graph

New official repository: https://github.com/Shoobx/python-graph

sepsisPrediction

spine-vertebral-segmentation

Will be updating my thesis code for recognising vertebrae for segmentation and further for CAD

word2veclite

Python implementation of Word2Vec