SongX's repositories

HMI7001-secondary-use-of-EHR

This repo is for sharing codes for HMI7001 class on secondary use of EHR

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DKD_PM_temporal

temporal EHR modeling for DKD prediction

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PheCDM

collection of concept sets and computational formula for commonly used condition phenotypes

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utils

collect all useful utility functions

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AKI_CDM

External Validation for AKI Predictive Models using PCORnet CDM data

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bioinformatics-research-lectures

lecture material for biomedical informatics driven research class

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Clinical_Action_KD

knowledge discovery for clinical actions involved in sepsis detection and treatment

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Data_Analytics_Pipline

multiple projects that used to develop and demo data analytic pipeline

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DKD_FS_archived

Feature Selection Framework for DKD predictions

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pubmed-literature-mining

text mining on pubmed literature downloads

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AKI_MultiView

this repo tracks the development of multiview feature selection for AKI project

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awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

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COVID-SOFA-SLLM-MLLM

Constructing Interpretable and Informative ML-based Severity Scoring system for COVID-19 risk stratification

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fhir

FHIR Protocol Buffers

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Folder-Structure-Conventions

Folder / directory structure options and naming conventions for software projects

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grouse

Greater Plains Collaborative Reusable Unified Study Environment (GROUSE)

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KESER

https://celehs.github.io/KESER/

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liquid-s4

Liquid Structural State-Space Models

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Public_Microdata

explore useful public microdata

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Simulations

multiple simulation pipelines

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sxinger.github.io

Code that'll help you kickstart a personal website that showcases your work as a software developer.

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Time-LLM

[ICLR 2024] Official implementation of "Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

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transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

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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

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