Public

Where the critical path lives. This repo is focused on building the underlying architecture necessary to fulfill clinical use cases. The code for specific use cases can be found in the Credentialed Access repo.

View the Project on GitHub MIS-GrApH-AI/Public

MIS GrApH AI Public Repository

Overview

This repository contains general notebooks/scripts, for which credentialed access is not required.

Content/Layout

The repo has the following structure:

📦Public 
 ┣ 📂Data_import
 ┃ ┣ 📂images
 ┃ ┃ ┣ 📜Causal_expansion1.png
 ┃ ┃ ┣ 📜Causal_expansion2.png
 ┃ ┃ ┣ 📜Concept_nodes_example.png
 ┃ ┃ ┣ 📜MED_RT_content_model.png
 ┃ ┃ ┣ 📜MED_RT_relationships.png
 ┃ ┃ ┣ 📜MeSH_broader_narrower_in_UMLSbrowser.png
 ┃ ┃ ┣ 📜MeSH_relationships.png
 ┃ ┃ ┣ 📜RxNorm_CUIs_related_to_coumadin.png
 ┃ ┃ ┣ 📜RxNorm_class_relationships.png
 ┃ ┃ ┣ 📜RxNorm_clinical_properties_relationships.png
 ┃ ┃ ┣ 📜RxNorm_drug_interactions_warfarin.png
 ┃ ┃ ┣ 📜RxNorm_relationships_among_RXCUIs.png
 ┃ ┃ ┣ 📜Schema_SemMedDB_4.2.png
 ┃ ┃ ┣ 📜UMLS_CUI_map.jpg
 ┃ ┃ ┣ 📜UMLS_Structure.png
 ┃ ┃ ┣ 📜UMLS_find_all_data_for_cui.gif
 ┃ ┃ ┣ 📜relations_in_UMLS_semantic_network.png
 ┃ ┃ ┣ 📜sentence_parsing.svg
 ┃ ┃ ┗ 📜tech_challenge_intro.png
 ┃ ┣ 📜MIMIC-III v1.4_import.ipynb
 ┃ ┣ 📜MIMIC-IV_import.ipynb
 ┃ ┣ 📜Mimic4 Schema.ods
 ┃ ┣ 📜Multi-source_import.ipynb
 ┃ ┣ 📜Scrape_causality_from_pubmed_NLP_CHALLENGE.ipynb
 ┃ ┣ 📜SemMedDB_Import.ipynb
 ┃ ┣ 📜SemMedDB_Validation.ipynb
 ┃ ┣ 📜SemRep_test_input.txt
 ┃ ┣ 📜UMLS_2020AB.ipynb
 ┃ ┣ 📜Untitled.ipynb
 ┃ ┣ 📜mimic3_relational_schema.csv
 ┃ ┣ 📜mimic_iii_demo_import.ipynb
 ┃ ┗ 📜untitled.txt
 ┣ 📂Other
 ┃ ┣ 📂images
 ┃ ┃ ┣ 📜TimeTree_demo.png
 ┃ ┃ ┗ 📜graph-b161d64e-45fd-4401-ab32-748828e2d308.html
 ┃ ┣ 📜Dev_Neo4j using Python.ipynb
 ┃ ┣ 📜MIMIC-III_timestamp_fields.csv
 ┃ ┣ 📜Python_Neo4j_Playground.ipynb
 ┃ ┣ 📜Time tree for MIMIC-III v1.4.ipynb
 ┃ ┗ 📜Time_demo_data.ipynb
 ┣ 📂docs
 ┃ ┗ 📜index.md
 ┣ 📂gitignore_files
 ┃ ┣ 📜large_files.gitignore
 ┃ ┗ 📜other.gitignore
 ┣ 📂img
 ┃ ┗ 📜thumbnail_group_name.png
 ┣ 📜.gitignore
 ┣ 📜LICENSE
 ┣ 📜add_large_files_to_gitignore.sh
 ┣ 📜readme.md
 ┗ 📜requirements.txt

Data Import

This directory __

Images

The images ___. They include:

Notebooks

The notebooks in this directory are primarily concerned with

Getting Started

To Do