Albion Dervishi's repositories
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
Data-Science-Capstone-Final
In this repository is my work for Data Science Capstone Class & Yelp Dataset Challenge R codes. The goal of the project is to build a model for prediction star review from its text alone.
reproducibility-mimic
Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database
aline-mimic-ii
Repository for Aline project with Doug and Leo
Cardiac-Risk-Machine-Learning-Prediction
Shiny App for machine Learner classifier predicting cardiac risk. Project completed MSc Digital Health Karolinska Institutet Sh
cleaning-mimic-iii
Making a data set with two columns-text and label- from mimic-iii for classification text based icd-9 codes.
critical-data-book
Code repository for the critical data book
data.table
R's data.table package extends data.frame. HOMEPAGE:
Group-12-MIMIC-III-Cohort-Exploration
Group 12 - MIMIC-III Cohort Exploration (Zbynek Stara, Frances Alessandra Cadag Yu, Harshan B Andrews, Vincent John Major)
h2o-3
Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, GBM, GLM...)
HST.953-AKI-Prediction
Research project investigating relationship between mean arterial pressure and acute kidney injury in septic patients using the MIMIC-III Database. MIT HST.953 Fall 2016 Final Project.
icd9
ICD-9 comorbidities, manipulation and validation in R
In-Hospital-Mortality-Predictions-With-Scala-on-MIMIC-III
Using the MIMIC III Dataset to Create Tables, Fit a Model, and
mimic-callout
Study on discharge delays in the MICU using the MIMIC-III database
mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC-III database
MIMIC-III_Datathon_Project_Madrid_TeamG
This is the reproducible code we prepared for the Critical Care Datathon (Madrid). We proposed the foundations for the analysis of the prognosis after massive transfusion.
mimicfilters
A repository of reusable code modules for implementation in ICU databases such as MIMIC-III. Also the repo for the R package mimicfilters.
mortality-prediction
Real time mortality prediction in the MIMIC-III database
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
Obesity-project
Description of the obesity project done with MIMIC-III database on March 2017.
Respiratory-Mortality
Predict respiratory patient mortality in ICU units using the MIMIC III database
sepsis3-mimic
Evaluation of the Sepsis-3 guidelines in MIMIC-III
text-pred-icu
Sample code for paper describing the use of unstructured text data to improve predictions of prolonged ICU length of stay and mortality
text2vec
Fast text mining framework for R. Text vectorization and state-of-the-art GloVe word embeddings.
textmineR
This package is an aid for text mining in R, with a syntax that is more familiar to experienced R users. Also, it implements various functions related to topic modeling. It works well with with the "lda" package by J. Chang.