Search Results - "Jiao, Linfang"

TransCluster: A Cell-Type Identification Method for single-cell RNA-Seq data using deep learning based on transformer by Song, Tao, Dai, Huanhuan, Wang, Shuang, Wang, Gan, Zhang, Xudong, Zhang, Ying, Jiao, Linfang

“…Recent advances in single-cell RNA sequencing (scRNA-seq) have accelerated the development of techniques to classify thousands of cells through transcriptome…”
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MulCNN: An efficient and accurate deep learning method based on gene embedding for cell type identification in single-cell RNA-seq data by Jiao, Linfang, Ren, Yongqi, Wang, Lulu, Gao, Changnan, Wang, Shuang, Song, Tao

“…Advancements in single-cell sequencing research have revolutionized our understanding of cellular heterogeneity and functional diversity through the analysis…”
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scTransSort: Transformers for Intelligent Annotation of Cell Types by Gene Embeddings by Jiao, Linfang, Wang, Gan, Dai, Huanhuan, Li, Xue, Wang, Shuang, Song, Tao

“…Single-cell transcriptomics is rapidly advancing our understanding of the composition of complex tissues and biological cells, and single-cell RNA sequencing…”
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DockingGA: enhancing targeted molecule generation using transformer neural network and genetic algorithm with docking simulation by Gao, Changnan, Bao, Wenjie, Wang, Shuang, Zheng, Jianyang, Wang, Lulu, Ren, Yongqi, Jiao, Linfang, Wang, Jianmin, Wang, Xun

“…Generative molecular models generate novel molecules with desired properties by searching chemical space. Traditional combinatorial optimization methods, such…”
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