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Natalie Stanley

Researcher at Stanford University

Publications -  45
Citations -  1737

Natalie Stanley is an academic researcher from Stanford University. The author has contributed to research in topics: Computer science & Biology. The author has an hindex of 15, co-authored 32 publications receiving 1082 citations. Previous affiliations of Natalie Stanley include University of North Carolina at Chapel Hill.

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Guidelines for the use of flow cytometry and cell sorting in immunological studies (second edition)

Andrea Cossarizza, +462 more
- 01 Oct 2019 - 
TL;DR: These guidelines are a consensus work of a considerable number of members of the immunology and flow cytometry community providing the theory and key practical aspects offlow cytometry enabling immunologists to avoid the common errors that often undermine immunological data.
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Clustering Network Layers with the Strata Multilayer Stochastic Block Model

Natalie Stanley, +3 more
- 01 Apr 2016 - 
TL;DR: An algorithm for separating layers into their appropriate strata and an inference technique for estimating the SBM parameters for each stratum are described, which demonstrate the method using synthetic networks and a multilayer network inferred from data collected in the Human Microbiome Project.
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Multiomics modeling of the immunome, transcriptome, microbiome, proteome and metabolome adaptations during human pregnancy.

Mohammad Sajjad Ghaemi, +47 more
- 02 Jul 2018 - 
TL;DR: This model not only significantly increased predictive power by combining all datasets, but also revealed novel interactions between different biological modalities, which provides the frameworks for future studies examining deviations implicated in pregnancy‐related pathologies including preterm birth and preeclampsia.
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Enhanced Detectability of Community Structure in Multilayer Networks through Layer Aggregation

Dane Taylor, +3 more
- 02 Jun 2016 - 
TL;DR: Using random matrix theory, detectability limitations for multilayer (specifically, multiplex) stochastic block models (SBMs) in which L layers are derived from a common SBM are analyzed, finding a similar scaling behavior when the summation is thresholded at an optimal value.
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Differential Dynamics of the Maternal Immune System in Healthy Pregnancy and Preeclampsia.

Xiaoyuan Han, +32 more
- 11 Jun 2019 - 
TL;DR: A high-dimensional mass cytometry immunoassay is used to characterize the dynamic changes of over 370 immune cell features in maternal blood during healthy and preeclamptic pregnancies and provides a global readout of the dynamics of the maternal immune system early in pregnancy.