This Repo design for article that submmit in MIE 2024

⚠️ WARNING: This experimental project is under rapid development and lacks basic safeguards. Until a stable 1.0 release, ONLY run this repository on devices without sensitive information or access to paid services. ⚠️

Clone repository:

git clone https://github.com/mjafarpour87/medical-insights.git

or

git clone [email protected]:mjafarpour87/medical-insights.git

Create environment variable:

python -m venv venv

Activate environment variable:

Windows

$ .\venv\Scripts\activate

Linux

$ source venv/bin/activate

pip install -r requirements.txt

You can install last version of triplea with this command

pip install git+https://github.com/EhsanBitaraf/triple-a.git

python -m spacy download en_core_web_sm

For run web view of article:

Windows

streamlit run web.py --server.port 7186

g_textrank_topic Elapsed Time Calculation Report : 34.7201886177063 Graph Type: Undirected Graph Nodes: 41185 Graph Edges: 288024 Graph Average Degree : 6.9934199344421515 Graph Density : 0.00033961829518464216 Graph Transitivity : 0.050903166471327685 Graph max path length : NaN Graph Average Clustering Coefficient : 0.8905241147162223 Graph Degree Assortativity Coefficient : -0.07659374291256468 Graph Radius : NaN Found infinite path length because the graph is not connected SCC: Can not calculate in undirected graph. WCC: Can not calculate in undirected graph. Reciprocity : Can not calculate in undirected graph. Graph Diameter : Number of Components : 86

g_llm_topic Elapsed Time Calculation Report : 44.90726280212402 Graph Type: Undirected Graph Nodes: 45806 Graph Edges: 357482 Graph Average Degree : 7.804261450465004 Graph Density : 0.00034076024235192684 Graph Transitivity : 0.062294261111459366 Graph max path length : NaN Graph Average Clustering Coefficient : 0.9052766558811535 Graph Degree Assortativity Coefficient : -0.06969792652358299 Graph Radius : NaN Found infinite path length because the graph is not connected SCC: Can not calculate in undirected graph. WCC: Can not calculate in undirected graph. Reciprocity : Can not calculate in undirected graph. Graph Diameter : Number of Components : 514

g_keyword Elapsed Time Calculation Report : 125.76658606529236 Graph Type: Undirected Graph Nodes: 15555 Graph Edges: 337659 Graph Average Degree : 21.707425265188043 Graph Density : 0.0027912338003327816 Graph Transitivity : 0.045427854941359314 Graph max path length : NaN Graph Average Clustering Coefficient : 0.8692939688222773 Graph Degree Assortativity Coefficient : -0.1513162822347413 Graph Radius : NaN Found infinite path length because the graph is not connected SCC: Can not calculate in undirected graph. WCC: Can not calculate in undirected graph. Reciprocity : Can not calculate in undirected graph. Graph Diameter : Number of Components : 69

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