Natalie Stanley

According to our database1, Natalie Stanley authored at least 20 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Cellograph: a semi-supervised approach to analyzing multi-condition single-cell RNA-sequencing data using graph neural networks.
BMC Bioinform., December, 2024

Conditional Similarity Triplets Enable Covariate-Informed Representations of Single-Cell Data.
CoRR, 2024

2023
Large-scale correlation network construction for unraveling the coordination of complex biological systems.
Nat. Comput. Sci., 2023

2022
Early prediction and longitudinal modeling of preeclampsia from multiomics.
Patterns, 2022

Interpretable Single-Cell Set Classification with Kernel Mean Embeddings.
CoRR, 2022

CytoEMD: detecting and visualizing between-sample variation in relation to phenotype with earth mover's distance.
Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

Transparent single-cell set classification with kernel mean embeddings.
Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

Distribution-based sketching of single-cell samples.
Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

2021
CytoSet: predicting clinical outcomes via set-modeling of cytometry data.
Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

2020
Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions.
Nat. Mach. Intell., 2020

2019
Multiomics modeling of the immunome, transcriptome, microbiome, proteome and metabolome adaptations during human pregnancy.
Bioinform., 2019

Stochastic block models with multiple continuous attributes.
Appl. Netw. Sci., 2019

2018
Adapting Community Detection Approaches to Large, Multilayer, and Attributed Networks.
PhD thesis, 2018

Testing Alignment of Node Attributes with Network Structure Through Label Propagation.
CoRR, 2018

Multi-layer Large-Scale Functional Connectome Reveals Infant Brain Developmental Patterns.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017
Compressing networks with super nodes.
CoRR, 2017

Case studies in network community detection.
CoRR, 2017

Identifying Security Critical Properties for the Dynamic Verification of a Processor.
Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems, 2017

2016
Clustering Network Layers with the Strata Multilayer Stochastic Block Model.
IEEE Trans. Netw. Sci. Eng., 2016

2015
Enhanced detectability of community structure in multilayer networks through layer aggregation.
CoRR, 2015


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