jakeykj
I work on Data Analytics and AI in Healthcare.
Department of Computer Science, Hong Kong Baptist UniversityKLN, Hong Kong
Pinned Repositories
CATSI
Context-Aware Time Series Imputation
mmore
Medical Concept Embedding with Multiple Ontological Representations (IJCAI-19)
cHITF
Learning Inter-Modal Correspondence and Phenotypes from Multi-Modal Electronic Health Records (TKDE)
cntf
Collective Non-negative Tensor Factorization (AAAI-19)
GRU-D
GRU-D, a GRU-based model with trainable decays for multivariate time series classification with missing values/irregular samplings
hitf
Hidden Interaction Tensor Factorization (IJCAI-18)
LogPar
LogPar: Logistic PARAFAC2 Factorization for Temporal Binary Data with Missing Values (KDD '20)
mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC-III database
phenotools
Useful tools for phenotyping tasks
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
jakeykj's Repositories
jakeykj/cHITF
Learning Inter-Modal Correspondence and Phenotypes from Multi-Modal Electronic Health Records (TKDE)
jakeykj/LogPar
LogPar: Logistic PARAFAC2 Factorization for Temporal Binary Data with Missing Values (KDD '20)
jakeykj/cntf
Collective Non-negative Tensor Factorization (AAAI-19)
jakeykj/GRU-D
GRU-D, a GRU-based model with trainable decays for multivariate time series classification with missing values/irregular samplings
jakeykj/hitf
Hidden Interaction Tensor Factorization (IJCAI-18)
jakeykj/phenotools
Useful tools for phenotyping tasks
jakeykj/pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
jakeykj/auto-review
jakeykj/Benchmarking_DL_MIMICIII
jakeykj/BRITS
Code of NIPS18 Paper: BRITS: Bidirectional Recurrent Imputation for Time Series
jakeykj/customized-wowchemy-widgets
jakeykj/eicu-code
Code and website related to the eICU Collaborative Research Database
jakeykj/GAMENet
GAMENet : Graph Augmented MEmory Networks for Recommending Medication Combination
jakeykj/GitHub-userscripts
Userscripts to add functionality to GitHub
jakeykj/hugo-academic
The website designer for Hugo. Build and deploy a beautiful website in minutes :rocket:
jakeykj/jakeykj.github.io
jakeykj/kaggle-covid19-literature
jakeykj/KDD19-CoSTCo
jakeykj/labfigs
jakeykj/mimic-omop
Mapping the MIMIC-III database to the OMOP schema
jakeykj/mimic3-benchmarks
Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.
jakeykj/models
Models and examples built with TensorFlow
jakeykj/PoPPy
A Point Process Toolbox Based on PyTorch
jakeykj/PyCharm-monokai
Dark color theme for Pycharm by Sublime Text's Monokai Theme.
jakeykj/pytorch-template
PyTorch deep learning projects made easy.
jakeykj/rq
Simple job queues for Python
jakeykj/sepsis3-mimic
Evaluation of the Sepsis-3 guidelines in MIMIC-III
jakeykj/ssh_tunnel_client
a menu bar tunnel client for MacOS
jakeykj/Stochastic-Nonparametric-Event-Tensor-Decomposition
NIPS'2018
jakeykj/TensorOperations.jl
Julia package for tensor contractions and related operations