Kyulee Jeon's repositories
DICOM2OMOP
This project looks at creating a controlled vocabulary for DICOM Pt 6 Data Dictionary with a focus on CS code strings.
bootcamp_kr
sharing bootcamp contents
Brain-GBMmeta_DE
Deep Ensembles code
Cyclops
Cyclops (Cyclic coordinate descent for logistic, Poisson and survival analysis) is an R package for performing large scale regularized regressions.
dcmqi
dcmqi (DICOM for Quantitative Imaging) is a free, open source library that can help with the conversion between imaging research formats and the standard DICOM representation for image analysis results
GBM-differentiation-uncertainty
Jupyter notebook files for training and testing deep ensembles for differentiating glioblastoma (GBM) from solitary brain metastasis (SBM). This model provides uncertainty and interpretability etimation.
HowOften
[under development] Large-scale incidence characterization
kyulee-jeon
Config files for my GitHub profile.
LTSF-Linear
This is the official implementation for AAAI-23 paper "Are Transformers Effective for Time Series Forecasting?"
machine-learning
Repository for activities of the machine learning committee
MedMNIST
18 MNIST-like Datasets for 2D and 3D Biomedical Image Classification: try "pip install medmnist"!
mlcube_examples
MLCube® examples
MONAI
MONAI Tutorials
OhdsiKoreaTutorials
The repository of the materials for the OHDSI Tutorials in Korea
TCIA_Notebooks
Notebooks for working with The Cancer Imaging Archive datasets
Time-Series-Forecasting-and-Deep-Learning
Resources about time series forecasting and deep learning.
Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
Tools to Design or Visualize Architecture of Neural Network