Publications

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2024

Song, Tianci; Cosatto, Eric; Wang, Gaoyuan; Kuang, Rui; Gerstein, Mark; Min, Martin Renqiang; Warrell, Jonathan

Predicting spatially resolved gene expression via tissue morphology using adaptive spatial GNNs Journal Article

In: Bioinformatics (Supplement Issue of the Proceedings of the 23rd European Conference on Computational Biology ECCB2024)↩, vol. 40, iss. Supplement, no. 2, pp. ii111-ii119, 2024.

Links | BibTeX | Tags: Graph Neural Networks, Spatial Transcriptomics

2022

Song, Tianci; Markham, Kathleen K.; Li, Zhuliu; Muller, Kristen E.; Greenham, Kathleen; Kuang, Rui

Detecting Spatially Co-expressed Gene Clusters with Functional Coherence by Graph-regularized Convolutional Neural Network Journal Article

In: Bioinformatics, vol. 38, no. 5, pp. 1344–1352, 2022.

Links | BibTeX | Tags: Graph Neural Networks, Spatial Transcriptomics