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simChef: High-quality data science simulations in R
Journal of Open Source Software (2024)
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Designing a Data Science simulation with MERITS: A Primer
arXiv preprint arXiv:2403.08971 (2024)
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Model Generalizability Considerations in Development and Evaluation of SaMD
doi:10.21203/rs.3.rs-3915862/v1 (2024)
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Epistasis regulates genetic control of cardiac hypertrophy
medrxiv preprint medrxiv:10.1101/2023.11.06.23297858v2 (2023)
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A blood-based metabolomic signature predictive of risk for pancreatic cancer
Cell Reports Medicine (2023)
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MDI+: A Flexible Random Forest-Based Feature Importance Framework
arXiv preprint arXiv:2307.01932 (2023)
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The Future will be Different than Today: Model Evaluation Considerations when Developing Translational Clinical Biomarker
KDD Health Day - DSHealth Workshop (2021)
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Integrated Principal Components Analysis
Journal of Machine Learning Research (2021)
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imodels: a python package for fitting interpretable models
Journal of Open Source Software (2021)
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Feature selection for data integration with mixed multiview data
Annals of Applied Statistics (2020)
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A stability-driven protocol for drug response interpretable prediction (staDRIP)
ML4H: Machine Learning for Health - Extended Abstract (NeurIPS Workshop) (2020)
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Curating a COVID-19 data repository and forecasting county-level death counts in the United States
Harvard Data Science Review (2020)
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