Pinned Repositories
AIVE
Published article: Development and validation of a reinforcement learning model for ventilation control during emergence from general anesthesia
DeepPI
Published article: Deep autoencoder-powered pattern identification
hrvarrest
Published article: Real-time machine learning model to predict in-hospital cardiac arrest using heart rate variability in ICU
Infra_Meditact_Meditact
Minister's award project: AI-based online medical service
KOHI2022_advanced
Lecture material: Biosignal/EMR Artificial Intelligence Expert Training Course (Advanced)
MAIC2021_Sleep
4th place in MAIC2021 Sleep AI Challenge (SleepingDragon)
MediationRL
Implementation of "A Reinforcement Learning Framework for Dynamic Mediation Analysis" (ICML 2023) in Python.
SNUCM_AI
validating-cnn-mgmt
Published article: Validation of MRI-Based Models to Predict MGMT Promoter Methylation in Gliomas
HyeonhoonLee's Repositories
HyeonhoonLee/AIVE
Published article: Development and validation of a reinforcement learning model for ventilation control during emergence from general anesthesia
HyeonhoonLee/hrvarrest
Published article: Real-time machine learning model to predict in-hospital cardiac arrest using heart rate variability in ICU
HyeonhoonLee/MediationRL
Implementation of "A Reinforcement Learning Framework for Dynamic Mediation Analysis" (ICML 2023) in Python.
HyeonhoonLee/SNUCM_AI
HyeonhoonLee/DeepPI
Published article: Deep autoencoder-powered pattern identification
HyeonhoonLee/KOHI2022_advanced
Lecture material: Biosignal/EMR Artificial Intelligence Expert Training Course (Advanced)
HyeonhoonLee/validating-cnn-mgmt
Published article: Validation of MRI-Based Models to Predict MGMT Promoter Methylation in Gliomas
HyeonhoonLee/calibration
Package for assessment of calibration in binomial prediction models.
HyeonhoonLee/causal_ehr_mimic
Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how
HyeonhoonLee/clin-summ
Clinical text summarization by adapting large language models
HyeonhoonLee/d3rlpy
An offline deep reinforcement learning library
HyeonhoonLee/delirium_prediction
HyeonhoonLee/evaluation-2023
Evaluation code for the 2023 PhysioNet Challenge
HyeonhoonLee/FHIR-Analytics-Pipelines
HyeonhoonLee/HAIM
This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publication in Nature Machine Intelligence (Soenksen LR, Ma Y, Zeng C et al. 2022).
HyeonhoonLee/ICUsurvive
Code used for survival analysis using ICU data
HyeonhoonLee/intro_vitaldb
HyeonhoonLee/Med-PaLM
Towards Generalist Biomedical AI
HyeonhoonLee/MIMIC-IV-Data-Pipeline
A customizable pipeline for data extraction from MIMIC-IV.
HyeonhoonLee/moody_official
Python example code for the 2023 PhysioNet Challenge
HyeonhoonLee/NYUTron
public code repository for paper "Health system scale language models are general purpose clinical prediction engines"
HyeonhoonLee/PABLO
HyeonhoonLee/PyHealth
A Deep Learning Python Toolkit for Healthcare Applications.
HyeonhoonLee/respfailure
Prediction Model for Postoperative Respiratory Failure
HyeonhoonLee/RL-DITR
HyeonhoonLee/scope-rl
SCOPE-RL: A python library for offline reinforcement learning, off-policy evaluation, and selection
HyeonhoonLee/Skin_RL
HyeonhoonLee/SurvivalEVAL
The most comprehensive Python package for evaluating survival analysis models.
HyeonhoonLee/web-explorer
HyeonhoonLee/yet-another-rl-tutorial