Hyeonhoon Lee's repositories
KOHI2022_advanced
Lecture material: Biosignal/EMR Artificial Intelligence Expert Training Course (Advanced)
validating-cnn-mgmt
Published article: Validation of MRI-Based Models to Predict MGMT Promoter Methylation in Gliomas
calibration
Package for assessment of calibration in binomial prediction models.
clin-summ
Clinical text summarization by adapting large language models
d3rlpy
An offline deep reinforcement learning library
evaluation-2023
Evaluation code for the 2023 PhysioNet Challenge
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).
ICUsurvive
Code used for survival analysis using ICU data
Med-PaLM
Towards Generalist Biomedical AI
MIMIC-IV-Data-Pipeline
A customizable pipeline for data extraction from MIMIC-IV.
moody_official
Python example code for the 2023 PhysioNet Challenge
NYUTron
public code repository for paper "Health system scale language models are general purpose clinical prediction engines"
PyHealth
A Deep Learning Python Toolkit for Healthcare Applications.
resnet1d
PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.
respfailure
Prediction Model for Postoperative Respiratory Failure
Retinal-Vessel-Segmentation-using-variants-of-UNET
Retinal vessel segmentation using U-NET, Res-UNET, Attention U-NET, and Residual Attention U-NET (RA-UNET)
scope-rl
SCOPE-RL: A python library for offline reinforcement learning, off-policy evaluation, and selection
SurvivalEVAL
The most comprehensive Python package for evaluating survival analysis models.