Pinned Repositories
AKI_CDM
External Validation for AKI Predictive Models using PCORnet CDM data
bioinformatics-research-lectures
lecture material for biomedical informatics driven research class
Clinical_Action_KD
knowledge discovery for clinical actions involved in sepsis detection and treatment
Data_Analytics_Pipline
multiple projects that used to develop and demo data analytic pipeline
Disclosure_Risk_Analysis
Include 6 models for evaluating data re-identification risk (inspired by sdcMicro)
DKD_FS_archived
Feature Selection Framework for DKD predictions
DKD_PM_temporal
temporal EHR modeling for DKD prediction
HMI7001-secondary-use-of-EHR
This repo is for sharing codes for HMI7001 class on secondary use of EHR
PheCDM
collection of concept sets and computational formula for commonly used condition phenotypes
utils
collect all useful utility functions
sxinger's Repositories
sxinger/HMI7001-secondary-use-of-EHR
This repo is for sharing codes for HMI7001 class on secondary use of EHR
sxinger/DKD_PM_temporal
temporal EHR modeling for DKD prediction
sxinger/PheCDM
collection of concept sets and computational formula for commonly used condition phenotypes
sxinger/utils
collect all useful utility functions
sxinger/AKI_CDM
External Validation for AKI Predictive Models using PCORnet CDM data
sxinger/bioinformatics-research-lectures
lecture material for biomedical informatics driven research class
sxinger/Clinical_Action_KD
knowledge discovery for clinical actions involved in sepsis detection and treatment
sxinger/Data_Analytics_Pipline
multiple projects that used to develop and demo data analytic pipeline
sxinger/DKD_FS_archived
Feature Selection Framework for DKD predictions
sxinger/EEFS
sxinger/i2b2-geo
sxinger/pubmed-literature-mining
text mining on pubmed literature downloads
sxinger/AKI_MultiView
this repo tracks the development of multiview feature selection for AKI project
sxinger/awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
sxinger/COVID-SOFA-SLLM-MLLM
Constructing Interpretable and Informative ML-based Severity Scoring system for COVID-19 risk stratification
sxinger/fhir
FHIR Protocol Buffers
sxinger/Folder-Structure-Conventions
Folder / directory structure options and naming conventions for software projects
sxinger/grouse
Greater Plains Collaborative Reusable Unified Study Environment (GROUSE)
sxinger/KESER
https://celehs.github.io/KESER/
sxinger/liquid-s4
Liquid Structural State-Space Models
sxinger/Phase2.1AKIRPackage
sxinger/Phase2.1DataRPackage
sxinger/prompt-engineering-with-anthropic-claude-v-3
AWS GenAI training material
sxinger/Public_Microdata
explore useful public microdata
sxinger/REDCap-Param-DataDict
sxinger/Simulations
multiple simulation pipelines
sxinger/sxinger.github.io
Code that'll help you kickstart a personal website that showcases your work as a software developer.
sxinger/Time-LLM
[ICLR 2024] Official implementation of "Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"
sxinger/transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
sxinger/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow