Publications
Technical articles and research publications focused on healthcare AI, analytics, and digital health technologies.
Selected publications and articles
The Multiplex Classification Framework: Optimizing Multi-Label Classifiers Through Problem Transformation, Ontology Engineering, and Model Ensembling
Machine learning framework for complex multi-label classification using problem transformation, ontology engineering, and model ensembling.
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An Open-Source Clinical Case Dataset for Medical Image Classification and Multimodal AI Applications
Open clinical case dataset with 93,816 cases, 130,791 images, and a refined taxonomy for medical image classification and multimodal AI research.
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The Digital Twin Retriever
AI-powered clinical case retrieval tool that helps search similar cases and support case-based decision-making in healthcare.
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MedScheduler: An Open-Source Library for Synthetic Healthcare Appointment Data
Python library for generating synthetic outpatient appointment data for healthcare analytics, research, teaching, and prototyping.
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Serif vs. Sans Serif in Data Visualization
Short visual design article explaining how font choice affects readability, clarity, and professionalism in charts.
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Simulated Outpatient Appointments: A 10-Year Synthetic Dataset
Open synthetic outpatient appointment dataset for healthcare analytics, operational modeling, teaching, and dashboard prototyping.
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