109 citations · 111 across the 4 of their papers we have counts for
4 papers
T-cell repertoire response in individuals with post-acute sequelae of COVID-19
Zachary Montague, Rhea M Grover, Andrew Baumgartner +3
T-cells are central to SARS-CoV-2 clearance and immunological memory, yet their contribution to the persistence of post-acute sequelae of COVID-19 (PASC) remains poorly understood.…
Dimensional reduction of gradient-like stochastic systems with multiplicative noise via Fokker-Planck diffusion maps
Andrew Baumgartner, Sui Huang, Jennifer Hadlock +1
Dimensional reduction techniques have long been used to visualize the structure and geometry of high dimensional data. However, most widely used techniques are difficult to interpr…
Biolink Model: A Universal Schema for Knowledge Graphs in Clinical, Biomedical, and Translational Science
Deepak R. Unni, Sierra A. T. Moxon, Michael Bada +21
Within clinical, biomedical, and translational science, an increasing number of projects are adopting graphs for knowledge representation. Graph-based data models elucidate the int…
Imputing Missing Observations with Time Sliced Synthetic Minority Oversampling Technique
Andrew Baumgartner, Sevda Molani, Qi Wei +1
We present a simple yet novel time series imputation technique with the goal of constructing an irregular time series that is uniform across every sample in a data set. Specificall…