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--- research [2020/07/20 18:03]
shyam [Precision medicine and patient-specific modeling]
+++ research [2020/07/20 18:04]
shyam [Causal discovery from biomedical data]
@@ Line 72: / Line 72: @@
 Publications:
-  * Stokes, ME, **Visweswaran, S**. {{papers:2012_application_of_a_spatially-weighted_relief_algorithm_for_ranking_genetic_predictors_of_disease.pdf|Application of a spatially-weighed Relief algorithm for ranking genetic predictors of disease}}. BioData Mining. 2012 Dec 3; 5(1):20.
+  * Stokes ME, **Visweswaran S**. {{papers:2012_application_of_a_spatially-weighted_relief_algorithm_for_ranking_genetic_predictors_of_disease.pdf|Application of a spatially-weighed Relief algorithm for ranking genetic predictors of disease}}. BioData Mining. 2012 Dec 3; 5(1):20.
-  * Strobl, EV, **Visweswaran, S**. {{papers:2013_deep_multiple_kernel_learning.pdf|Deep multiple kernel learning}}. In: Proceedings of the 12th International Conference on Machine Learning and Applications (ICMLA'13). 2013 Dec 4; 2013:414-17.
+  * Strobl EV, **Visweswaran S**. {{papers:2013_deep_multiple_kernel_learning.pdf|Deep multiple kernel learning}}. In: Proceedings of the 12th International Conference on Machine Learning and Applications (ICMLA'13). 2013 Dec 4; 2013:414-17.
-  * Strobl, EV, **Visweswaran, S**. {{papers:2013_markov_blanket_ranking_using_kernel-based_conditional_dependence_measures.pdf|Markov blanket discovery using kernel-based conditional dependence measures}}. In: Proceedings of the NIPS 2013 Workshop on Causality, Lake Tahoe, NV. (Dec 2013).
+  * Strobl EV, **Visweswaran S**. {{papers:2013_markov_blanket_ranking_using_kernel-based_conditional_dependence_measures.pdf|Markov blanket discovery using kernel-based conditional dependence measures}}. In: Proceedings of the NIPS 2013 Workshop on Causality, Lake Tahoe, NV. (Dec 2013).
-  * Stokes, ME, Barmada, MM, Kamboh, MI, **Visweswaran, S**. {{papers:2014_the_application_of_network_label_propagation_to_rank_biomarkers_in_genome-wide_alzheimers_data.pdf|The application of network label propagation to rank biomarkers in genome-wide Alzheimer's data}}. BMC Genomics. 2014 Apr 14;15(1):282.
+  * Stokes ME, Barmada MM, Kamboh MI, **Visweswaran S**. {{papers:2014_the_application_of_network_label_propagation_to_rank_biomarkers_in_genome-wide_alzheimers_data.pdf|The application of network label propagation to rank biomarkers in genome-wide Alzheimer's data}}. BMC Genomics. 2014 Apr 14;15(1):282.
-  * Strobl EV, **Visweswaran, S**. [[https://arxiv.org/abs/1702.03877|Approximate kernel-based conditional independence tests for fast non-parametric causal discovery]]. Journal of Causal Inference. 2019 Mar; 4(1):31-48.
+  * Strobl EV, **Visweswaran S**. [[https://arxiv.org/abs/1702.03877|Approximate kernel-based conditional independence tests for fast non-parametric causal discovery]]. Journal of Causal Inference. 2019 Mar; 4(1):31-48.
-  * Strobl EV, **Visweswaran, S**. [[https://arxiv.org/abs/1905.10330|Dirac delta regression: Conditional density estimation with clinical trials]]. arXiv preprint arXiv:1905.10330, 2019.
+  * Strobl EV, **Visweswaran S**. [[https://arxiv.org/abs/1905.10330|Dirac delta regression: Conditional density estimation with clinical trials]]. arXiv preprint arXiv:1905.10330, 2019.
 ==== Research data warehousing ====