HealthRex/CDSS
Jan 2025 – Dec 2025
4 Months active
Languages Used
BashCSSHTMLJavaScriptPythonMarkdownTextIPython
Technical Skills
API DevelopmentBackend DevelopmentData ScienceData VisualizationDockerFlask
Fateme
PROFILE
Fateme
Farhad Nateghi developed multiple data-driven features for the HealthRex/CDSS repository, focusing on healthcare technology and clinical decision support. He built a Flask-based web application for predicting patient retention in OUD treatment, integrating a pre-trained survival model and interactive Plotly visualizations. Farhad also engineered an eConsult embedding system using Python and natural language processing to enable template recommendations, and expanded the system with multi-specialty JSON templates for broader clinical coverage. His work included data cleaning pipelines, cohort processing workflows, and PDF flowchart visualizations, leveraging Jupyter Notebook and Pandas to streamline analysis and improve reproducibility across clinical data scenarios.
Overall Statistics
Feature vs Bugs
80%Features
Repository Contributions
12Total
Bugs
1
Commits
12
Features
4
Lines of code
162,706
Activity Months4
Your Network
114 people
Work History
December 2025
1 Commits • 1 Features
Dec 1, 2025December 2025 monthly focus: expanded eConsult capabilities by introducing multi-specialty JSON templates and enabling efficient support scaffolding. This delivered richer data templates, improved routing and caching, and prepared the system for broader clinical questions across specialties.
1 Commits • 1 Features
Dec 1, 2025December 2025 monthly focus: expanded eConsult capabilities by introducing multi-specialty JSON templates and enabling efficient support scaffolding. This delivered richer data templates, improved routing and caching, and prepared the system for broader clinical questions across specialties.
December 2025
August 2025
1 Commits • 1 Features
Aug 1, 2025In August 2025, HealthRex/CDSS delivered foundational data processing capabilities for antibiotic susceptibility analysis. Implemented data cleaning for medication names, cohort data processing, and a PDF flowchart visualization, packaged as Python scripts and a Jupyter Notebook for Aim 4. These artifacts enable reproducible analysis, clearer communication of workflow, and faster iteration on antimicrobial guidance scenarios.
August 2025
1 Commits • 1 Features
Aug 1, 2025In August 2025, HealthRex/CDSS delivered foundational data processing capabilities for antibiotic susceptibility analysis. Implemented data cleaning for medication names, cohort data processing, and a PDF flowchart visualization, packaged as Python scripts and a Jupyter Notebook for Aim 4. These artifacts enable reproducible analysis, clearer communication of workflow, and faster iteration on antimicrobial guidance scenarios.
February 2025
7 Commits • 1 Features
Feb 1, 2025February 2025 – HealthRex/CDSS. Delivered the eConsult Embedding System to extract and embed templates for similarity-based recommendations, with installation and usage guidance. Cleaned and reintegrated the eConsult-embeddings directory, removing noise and ensuring it exists as a regular folder for stable asset management. These efforts improve template discovery, reduce onboarding time for new embeddings, and strengthen repository organization. Technologies and skills demonstrated include scripting, embedding workflows, Git version control, and documentation.
7 Commits • 1 Features
Feb 1, 2025February 2025 – HealthRex/CDSS. Delivered the eConsult Embedding System to extract and embed templates for similarity-based recommendations, with installation and usage guidance. Cleaned and reintegrated the eConsult-embeddings directory, removing noise and ensuring it exists as a regular folder for stable asset management. These efforts improve template discovery, reduce onboarding time for new embeddings, and strengthen repository organization. Technologies and skills demonstrated include scripting, embedding workflows, Git version control, and documentation.
February 2025
January 2025
3 Commits • 1 Features
Jan 1, 2025January 2025 performance summary for HealthRex/CDSS: End-to-end delivery of a web application for predicting patient retention/attrition in OUD treatment, with a Flask backend and Plotly-based visualizations; deployment/build workflow established; focused on business value through data-driven retention insights.
January 2025
3 Commits • 1 Features
Jan 1, 2025January 2025 performance summary for HealthRex/CDSS: End-to-end delivery of a web application for predicting patient retention/attrition in OUD treatment, with a Flask backend and Plotly-based visualizations; deployment/build workflow established; focused on business value through data-driven retention insights.
Activity
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Quality Metrics
Correctness94.2%
Maintainability90.8%
Architecture92.6%
Performance90.0%
AI Usage21.6%
Skills & Technologies
Programming Languages
BashCSSHTMLIPythonJSONJavaScriptMarkdownPythonText
Technical Skills
API DevelopmentAPI developmentBackend DevelopmentCode CleanupData CleaningData EngineeringData ProcessingData ScienceData VisualizationDockerDocumentationFile ManagementFlaskFrontend DevelopmentFull Stack Development
Repositories Contributed To
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