Huda Nassar

Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions

Anthony Culos, Amy S. Tsai, Natalie Stanley et al. · Nature Machine Intelligence · 2020 · 82 citations · Full text

Artificial Intelligence, Vaccination, Systems Approaches +11

VoPo leverages cellular heterogeneity for predictive modeling of single-cell data

Natalie Stanley, Ina A. Stelzer, Amy S. Tsai et al. · Nature Communications · 2020 · 47 citations · Full text

Early prediction and longitudinal modeling of preeclampsia from multiomics

Ivana Marić, Kévin Contrepois, Mira N. Moufarrej et al. · Patterns · 2022 · 47 citations · Full text

Genetic Epidemiology, Metabolomic Profiling, Gynecology +17

Low Rank Spectral Network Alignment

Huda Nassar, Nate Veldt, Shahin Mohammadi et al. · 2018 · 44 citations · Full text

Spectral Theory, Cluster Computing, Graph Sparsity +20

Neighborhood and PageRank methods for pairwise link prediction

Huda Nassar, Austin R. Benson, David F. Gleich · Social Network Analysis and Mining · 2020 · 30 citations

Network Science, Information Retrieval, Graph Theory +10