Skip to content

@sunlabuiuc SunLab

Change the repository type filter

All

    Repositories list

    18 repositories

    • reproai4h

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Nov 19, 2024Nov 19, 2024

    • PyHealth

      Public
      A Deep Learning Python Toolkit for Healthcare Applications.
      data-miningdeep-learninghealthcarepreprocessingelectronic-health-recordclinical-researchclinical-dataelectronic-medical-recordmedical-code
      Python
      •
      MIT License
      •211•986•5•20•Updated Oct 28, 2024Oct 28, 2024

    • pyhealth-book

      Public
      Materials about the textbook "Deep learning for healthcare - practitioner’s guide"
      Jupyter Notebook
      •1•8•0•0•Updated Mar 25, 2024Mar 25, 2024

    • EMNLP2022-MedCLIP

      Public
      Python
      •51•1•0•0•Updated Oct 20, 2022Oct 20, 2022

    • NeurIPS2022-TransTab

      Public
      NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables
      Python
      •
      BSD 2-Clause "Simplified" License
      •25•0•0•0•Updated Oct 15, 2022Oct 15, 2022

    • EMNLP2022-PromptEHR

      Public
      EMNLP'22 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning
      Python
      •
      MIT License
      •7•1•0•0•Updated Oct 13, 2022Oct 13, 2022

    • EMNLP2022-Trial2Vec

      Public
      Findings of EMNLP'22 | Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision
      Python
      •
      MIT License
      •4•0•0•0•Updated Oct 10, 2022Oct 10, 2022

    • IJCAI2021-SafeDrug

      Public
      IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping
      Python
      •17•0•0•0•Updated Jul 7, 2022Jul 7, 2022

    • IJCAI2022-GOCPT

      Public
      IJCAI2022: This package provides a generalized online tensor learning tool, which maintains a low-rank CP approximation during the evolution of tensor in different ways.
      Python
      •
      MIT License
      •2•0•0•0•Updated May 16, 2022May 16, 2022

    • IJCAI2021-MICRON

      Public
      Code of MICRON, MIMIC data processing, Residual Learning
      Python
      •4•0•0•0•Updated Apr 29, 2022Apr 29, 2022

    • KDD2021-MTC

      Public
      KDD2021: Code for MTC algorithm. We use coarse granular data and partially observed data to (low-rank) recover the fine granular data.
      Jupyter Notebook
      •2•0•0•0•Updated Jun 10, 2021Jun 10, 2021

    • eclipse-docker

      Public
      Dockerfile
      •0•0•0•0•Updated Mar 20, 2019Mar 20, 2019

    • bigbox

      Public
      Sunlab big data training container
      dockerdemohadoopbigdatahdfsbigbox
      Shell
      •
      Apache License 2.0
      •11•6•0•0•Updated Jan 18, 2019Jan 18, 2019

    • hello-pytorch

      Public
      Python
      •1•0•0•0•Updated Nov 27, 2018Nov 27, 2018

    • hello-spark

      Public
      demoscalasparksbtbigdata
      Scala
      •
      MIT License
      •4•1•0•0•Updated Nov 26, 2018Nov 26, 2018

    • bigbox-scripts

      Public
      Shell
      •
      Apache License 2.0
      •3•1•0•0•Updated Mar 10, 2018Mar 10, 2018

    • retain

      Public
      RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •78•0•0•0•Updated Nov 4, 2017Nov 4, 2017

    • doctorai

      Public
      Repository for Doctor AI project
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •111•0•0•0•Updated Mar 30, 2017Mar 30, 2017