Amelia Schroeder

SpaGCN: Integrating gene expression, spatial location and histology to identify spatial domains and spatially variable genes by graph convolutional network

Jian Hu, Xiangjie Li, Kyle Coleman et al. · Nature Methods · 2021 · 981 citations

Functional Genomics, Engineering, Medicine +15

Inferring super-resolution tissue architecture by integrating spatial transcriptomics with histology

Daiwei Zhang, Amelia Schroeder, Hanying Yan et al. · Nature Biotechnology · 2024 · 155 citations · Full text

Super-resolution Imaging, Systems Biology, Functional Genomics +15

Comparison of Machine Learning Algorithms for Predictive Modeling of Beef Attributes Using Rapid Evaporative Ionization Mass Spectrometry (REIMS) Data

Devin A. Gredell, Amelia Schroeder, K. E. Belk et al. · Scientific Reports · 2019 · 102 citations · Full text

A multi-use deep learning method for CITE-seq and single-cell RNA-seq data integration with cell surface protein prediction and imputation

Justin Lakkis, Amelia Schroeder, Kenong Su et al. · Nature Machine Intelligence · 2022 · 92 citations · Full text

Functional Genomics, Single Cell Sequencing, Medicine +10

Leveraging spatial transcriptomics data to recover cell locations in single-cell RNA-seq with CeLEry

Qihuang Zhang, Shunzhou Jiang, Amelia Schroeder et al. · Nature Communications · 2023 · 49 citations · Full text