Interactive comorbidity analysis on the web
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Mar 31, 2022 - HTML
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clinical-data-science
Here are 10 public repositories matching this topic...
Comprehensive collection of 8 clinical data science and health analytics projects focusing on disease prediction, risk stratification, and treatment pattern analysis using advanced machine learning algorithms and statistical modeling. Portfolio: https://nana-safo-duker.github.io/
python data-science machine-learning bioinformatics r jupyter-notebooks predictive-analytics medical-informatics precision-medicine cancer-detection health-analytics disease-prediction diabetes-prediction clinical-data-science cardiovascular-disease healthcare-ai infectious-disease-modeling treatment-adherence
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Nov 14, 2025 - Jupyter Notebook
a project for peer assignment in Predictive Modelling course of Clinical Data Science Specialization on Coursera.
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Nov 25, 2022 - R
AI/ML-driven analysis of clinical trial oversight, reporting timeliness, and quality using AACT and ClinicalTrials.gov data.
data-science machine-learning r random-forest clinical-trials clinical-research predictive-modelling risk-based-monitoring clinical-data-science xgboost-classifier rbqm risk-based-quality-management
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Mar 16, 2026 - R
EHR-based observational survival analysis of ICU patients with COPD using the MIMIC-IV database. This project evaluates the association between early RAAS inhibitor exposure and in-hospital mortality using time-to-event methods.
python bigquery sql biostatistics survival-analysis ehr kaplan-meier cox-regression observational-study real-world-evidence time-to-event portfolio-project log-rank-test copd clinical-data-science cox-proportional-hazards mimic-iv health-sciences drug-effectiveness medical-research
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Jan 18, 2026 - Jupyter Notebook
ACO revenue leakage quantification via Medicare specialty referral network analysis (NetworkX, Python)
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Mar 11, 2026 - Jupyter Notebook
Unsupervised learning for patient phenotype discovery in critical care hypotension cohort. Applied clustering algorithms on 5,000+ ICU patients to identify distinct subgroups with significantly different mortality rates and length of stay outcomes.
python machine-learning clustering icu jupyter-notebook biomedical-informatics phenotyping unsupervised-learning critical-care clinical-data-science healthcare-ai healthcare-analytics
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Dec 29, 2025 - Jupyter Notebook
Medical knowledge graph from 47K PubMed articles with RAG-powered clinical Q&A (Neo4j, Python)
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Mar 11, 2026 - Python
EHR-based observational analysis of non-ICU hospital admissions using the MIMIC-IV database. This study examines the relationship between early RAAS inhibitor exposure and in-hospital mortality with multivariable regression and survival analysis.
python bigquery sql biostatistics logistic-regression ehr observational-study clinical-research real-world-evidence portfolio-project risk-difference clinical-data-science clinical-epidemiology mimic-iv health-sciences drug-effectiveness medical-research
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Jan 18, 2026 - Jupyter Notebook
MD thesis project on longitudinal EHR modelling and Hidden Markov Models for patient trajectory analysis.
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Mar 25, 2026 - Python
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