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README.md

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@@ -95,16 +95,17 @@ Beyond code contributions, many people have helped. Check out [ACKNOWLEDGEMENTS.
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## Related Publications and Pre-prints
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- [Contextualized Machine Learning (ArXiv '23)](https://arxiv.org/abs/2310.11340)
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- [Contextualized: Heterogeneous Modeling Toolbox (JOSS '24)](https://doi.org/10.21105/joss.06469)
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- Networks
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- [Learning to estimate sample-specific transcriptional networks for 7,000 tumors (PNAS '25)](https://www.pnas.org/doi/10.1073/pnas.2411930122)
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- [NOTMAD: Estimating Bayesian Networks with Sample-Specific Structures and Parameters (ArXiv '23)](http://arxiv.org/abs/2111.01104)
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- Applications
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- Contextualized Regression and Classification
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- [Patient-Specific Models of Treatment Effects Explain Heterogeneity in Tuberculosis (ML4H '24)](https://arxiv.org/abs/2411.10645)
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- [Contextualized Policy Recovery: Modeling and Interpreting Medical Decisions with Adaptive Imitation Learning (ICML '24)](https://arxiv.org/abs/2310.07918)
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- [Automated Interpretable Discovery of Heterogeneous Treatment Effectiveness: A COVID-19 Case Study (JBI '22)](https://www.sciencedirect.com/science/article/pii/S1532046422001022)
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- [Discriminative Subtyping of Lung Cancers from Histopathology Images via Contextual Deep Learning (MedRxiv '22)](https://www.medrxiv.org/content/10.1101/2020.06.25.20140053v2)
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- [Personalized Survival Prediction with Contextual Explanation Networks (ML4H '17)](http://arxiv.org/abs/1801.09810)
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- [Contextual Explanation Networks (JMLR '20)](https://jmlr.org/papers/v21/18-856.html)
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- Contextualized Networks
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- [Learning to estimate sample-specific transcriptional networks for 7,000 tumors (PNAS '25)](https://www.pnas.org/doi/10.1073/pnas.2411930122)
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- [NOTMAD: Estimating Bayesian Networks with Sample-Specific Structures and Parameters (ArXiv '23)](http://arxiv.org/abs/2111.01104)
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- Contextualized Timeseries
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- [Contextualized Policy Recovery: Modeling and Interpreting Medical Decisions with Adaptive Imitation Learning (ICML '24)](https://arxiv.org/abs/2310.07918)
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- Background reading:
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- [Varying-Coefficient Models (JRStatSoc)](https://academic.oup.com/jrsssb/article-abstract/55/4/757/7028270)
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