albiondervishi

Hemodynamic-changes-after-general-anesthesia-induction-as-a-predictor-for-ICU-admission-a-retrospec

donemabeauty

A-Deep-Learning-Backcasting-to-the-EMA-in-Identification-of-the-ICU-Patient-s-Risk

Patient-Mortality-Prediction-using-MIMIC-III-dataset-in-R

mimic-callout

Study on discharge delays in the MICU using the MIMIC-III database

reproducibility-mimic

Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database

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.

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

Respiratory-Mortality

Predict respiratory patient mortality in ICU units using 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.

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

Obesity-project

Description of the obesity project done with MIMIC-III database on March 2017.

mortality-prediction

Real time mortality prediction in the MIMIC-III database

data.table

R's data.table package extends data.frame. HOMEPAGE:

sepsis3-mimic

Evaluation of the Sepsis-3 guidelines in MIMIC-III

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.

critical-data-book

Code repository for the critical data book

mimicfilters

A repository of reusable code modules for implementation in ICU databases such as MIMIC-III. Also the repo for the R package mimicfilters.

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

Group-12-MIMIC-III-Cohort-Exploration

Group 12 - MIMIC-III Cohort Exploration (Zbynek Stara, Frances Alessandra Cadag Yu, Harshan B Andrews, Vincent John Major)

In-Hospital-Mortality-Predictions-With-Scala-on-MIMIC-III

Using the MIMIC III Dataset to Create Tables, Fit a Model, and

aline-mimic-ii

Repository for Aline project with Doug and Leo

DataScienceCapstone

icd9

ICD-9 comorbidities, manipulation and validation in R

h2o-3

Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, GBM, GLM...)

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.

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

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.