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scMultiNODE: Integrative Model for Multi-Modal Temporal Single-Cell Data
Measuring single-cell genomic profiles at different timepoints enables our understanding of cell development. This understanding is …
Jiaqi Zhang, Manav Chakravarthy, Ritambhara Singh
DOI
scNODE: Generative Model for Temporal Single Cell Transcriptomic Data Prediction
Measurement of single-cell gene expression at different timepoints enables the study of cell development. However, due to the resource …
Jiaqi Zhang, Erica Larschan, Jeremy Bigness, Ritambhara Singh
DOI
Evaluating the Complexity of Gene Co-expression Estimation for Single-cell Data
With the rapid advance of single-cell RNA sequencing (scRNA-seq) technology, understanding biological processes at a more refined …
Jiaqi Zhang, Ritambhara Singh
DOI
Monkey plays Pac-Man with compositional strategies and hierarchical decision-making
Humans can often handle daunting tasks with ease by developing a set of strategies to reduce decision-making into simpler problems. The …
Qianli Yang, Zhongqiao Lin, Wenyi Zhang, Jianshu Li, Xiyuan Chen, Jiaqi Zhang, Tianming Yang
DOI
Quadratic Sparse Gaussian Graphical Model Estimation Method for Massive Variables
We consider the problem of estimating a sparse Gaussian Graphical Model with a special graph topological structure and more than a …
Jiaqi Zhang, Meng Wang, Qinchi Li, Sen Wang, Xiaojun Chang, Beilun Wang
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