This repository contains the medical data science course codes, presented in "maktabkhooneh".
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Apr 23, 2022 - Jupyter Notebook
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medical-data-science
Here are 8 public repositories matching this topic...
Python package for working with EHR data.
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Sep 26, 2025 - Python
AI-driven Clinical Support System for early PDAC detection. Identifying metabolic decoupling (HbA1c/BMI) using a hybrid approach (Deterministic Logic + LLMs) to save lives through timely intervention.
python health-informatics clinical-decision-support ai-ethics applied-ai pydantic huggingface streamlit medical-data-science llm-agents
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Mar 2, 2026 - Python
Machine learning–based prediction of 10-year cardiovascular disease risk using Framingham Heart Study data
python machine-learning bioinformatics clinical-data cardiovascular-diseases healthcare-ai medical-data-science
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Dec 22, 2025 - Jupyter Notebook
ML-based heart disease risk prediction with explainability (SHAP) and Streamlit demo
python machine-learning scikit-learn heart-rate classification predictive-modeling cardiovascular-risk streamlit risk-prediction healthcare-ai medical-data-science
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Feb 11, 2026 - Jupyter Notebook
Survival analysis of diabetic patient readmission using Cox Proportional Hazards and Random Survival Forests, focusing on time-to-event modeling, risk stratification, and clinical interpretability.
python machine-learning survival-analysis random-survival-forests healthcare-ai cox-proportional-hazards medical-data-science
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Mar 18, 2026 - Jupyter Notebook
Machine-learning pipeline for the development and internal validation of postoperative complication prediction models in adult male circumcision, using de-identified single-center clinical data from Milan, Italy, including preprocessing, modeling, evaluation, and explainability.
data-science medical-application medical-data medical-dataset medical-data-science medical-data-analysis circumcision
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Feb 21, 2026 - Python
Portfolio of clinical data science projects focused on reproducible analytics, risk prediction, and clinically meaningful modeling across structured healthcare datasets.
python machine-learning r reproducible-research scikit-learn pandas data-visualization statistical-analysis predictive-modeling clinical-data antimicrobial-resistance kidney-stones medical-data-science healthcare-analytics migraine-prediction cardiovascular-risk-prediction alzheimer-prediction brain-health-prediction
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Mar 8, 2026
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