Repositories list

• Mechanical_ventilation_with_RL

  Public
  Python

  •0•2•0•0•Updated Aug 2, 2024Aug 2, 2024

• Advanced-Biostatistics-Hands-On

  Public
  Jupyter Notebook

  •0•6•0•0•Updated Mar 25, 2024Mar 25, 2024

• ehr4fl

  Public
  EHR benchmarks for federated learning

  Python

  •0•0•0•0•Updated Mar 18, 2024Mar 18, 2024

• HMARL

  Public
  This Repository contains all the codes used in the paper titled 'Demystifying Complex Treatment Recommendations: A Hierarchical Cooperative Multi-Agent RL Approach'

  Python

  •2•2•0•0•Updated Feb 16, 2024Feb 16, 2024

• temperature_paper_2023

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Oct 27, 2023Oct 27, 2023

• gusto_allergy

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Sep 11, 2023Sep 11, 2023

• 3DHistoNet

  Public
  Python

  •0•2•0•0•Updated Jun 26, 2023Jun 26, 2023

• FCSN

  Public
  Jupyter Notebook

  •0•1•0•0•Updated Sep 19, 2022Sep 19, 2022

• frailty_cardiac

  Public
  R

  •0•0•0•0•Updated Sep 4, 2022Sep 4, 2022

• AKI_HDS

  Public
  Python

  •1•0•0•0•Updated Nov 27, 2021Nov 27, 2021

• GoutAdmissionRiskEstimator

  Public
  Jupyter Notebook

  •0•1•0•0•Updated Aug 13, 2021Aug 13, 2021

• echo-mimiciii

  Public
  Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database

  icumimic-iiiechocardiography+ 1sepsis

  Jupyter Notebook

  •36•49•0•0•Updated Jun 1, 2021Jun 1, 2021

• CVs

  Public
  0•0•0•0•Updated May 8, 2021May 8, 2021

• Optimal_Blood_Pressure_KC-1

  Public
  Jupyter Notebook

  •2•0•0•0•Updated Sep 9, 2020Sep 9, 2020

• Optimal_Blood_Pressure_KC

  Public
  Jupyter Notebook

  •2•3•0•0•Updated Sep 9, 2020Sep 9, 2020

• RNN_hands_on

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Mar 20, 2020Mar 20, 2020

• CNN-using-tensorflow2

  Public
  Jupyter Notebook

  •1•0•0•0•Updated Mar 13, 2020Mar 13, 2020

• Reinforcement-Learning

  Public
  0•0•0•0•Updated Feb 27, 2020Feb 27, 2020

• First_Lab

  Public
  First lab measurement experiment

  Jupyter Notebook

  •2•1•0•0•Updated Jan 15, 2020Jan 15, 2020

• PotassiumAA

  Public
  TSQL

  •1•0•0•0•Updated Dec 20, 2019Dec 20, 2019

• oxygenation_kc

  Public
  Repo for Oxygenation project proposed by KC at Datathon

  mimic-iii

  HTML

  •17•23•3•0•Updated Oct 8, 2019Oct 8, 2019

• KKH

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Sep 20, 2019Sep 20, 2019

• VAE_datathon

  Public
  This repository contains work in progress codes related to Ventilator Associated Events

  0•0•0•0•Updated Aug 8, 2019Aug 8, 2019

• datathon

  Public
  Python

  •0•1•0•0•Updated Jul 24, 2019Jul 24, 2019

• datathon-nscc-2019

  Public
  NUS-NUHS-MIT Healthcare AI Datathon 2019 environment setup @ NSCC

  Dockerfile

  •0•1•0•0•Updated Jul 16, 2019Jul 16, 2019

• Intel

  Public
  Python

  •0•0•0•0•Updated May 14, 2019May 14, 2019

• AFIB_Project

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Feb 21, 2019Feb 21, 2019

• datathon-nscc-2018

  Public
  NUS-NUHS-MIT Healthcare AI Datathon 2018 environment setup @ NSCC

  docker

  Dockerfile

  •0•2•0•0•Updated Nov 11, 2018Nov 11, 2018

• tableone

  Public
  Jupyter Notebook

  •1•0•0•0•Updated Oct 1, 2018Oct 1, 2018

• shift-date

  Public
  R

  •0•0•0•0•Updated Aug 20, 2018Aug 20, 2018