SunLab

PyHealth

A Deep Learning Python Toolkit for Healthcare Applications.

bigbox

Sunlab big data training container

pyhealth-book

Materials about the textbook "Deep learning for healthcare - practitioner’s guide"

bigbox-scripts

EMNLP2022-MedCLIP

hello-spark

doctorai

Repository for Doctor AI project

eclipse-docker

EMNLP2022-PromptEHR

EMNLP'22 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning

EMNLP2022-Trial2Vec

Findings of EMNLP'22 | Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision

hello-pytorch

IJCAI2021-MICRON

Code of MICRON, MIMIC data processing, Residual Learning

IJCAI2021-SafeDrug

IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping

IJCAI2022-GOCPT

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.

KDD2021-MTC

KDD2021: Code for MTC algorithm. We use coarse granular data and partially observed data to (low-rank) recover the fine granular data.

retain

RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism

NeurIPS2022-TransTab

NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables