Author

Mingxin Zhang

Capital Medical UniversityORCID 0000-0002-3945-3387Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Genomics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Organism:human· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Assay:imaging· 1

Frequent Co-Authors

Addie WoicikiD· 2 shared Sheng WangiD· 2 shared Congying ChuiD· 1 shared Guocan GuiD· 1 shared Hanwen XuiD· 1 shared Heyuan Jia· 1 shared Janelle Chan· 1 shared Jianzhu MaiD· 1 shared

Activity by Year

2023-2024 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 18 mutual co-author links

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2 shared papersGenomics

Addie WoicikORCID

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Author profile →

3 papers

Recent·Most cited

Individualized Cerebellar Damage Predicts the Behavioral Disorders in Children with Brainstem Tumors

Heyuan Jia, Kaikai Wang, Mingxin Zhang, Guocan Gu, Yiying Mai, Xia Wu, Congying Chu, Xuntao Yin, Peng Zhang, Lingzhong Fan, Liwei Zhang

The paper identifies cerebellar damage patterns in children with brainstem tumors and links them to specific behavioral disorders using segmentation and predictive modeling.

bioRxiv · Aug 1, 2024 · PreprintNeuroscience

Sagittarius: Extrapolating Heterogeneous Time-Series Gene Expression Data

Addie Woicik, Mingxin Zhang, Janelle Chan, Jianzhu Ma, Sheng Wang

Sagittarius simulates gene expression at unmeasured timepoints using a transformer model, improving understanding of temporal dynamics in biology.

Nature Machine Intelligence · Jun 22, 2023Peer-reviewedGenomics

Gemini: Memory-efficient integration of hundreds of gene networks with high-order pooling

Addie Woicik, Mingxin Zhang, Hanwen Xu, Sara Mostafavi, Sheng Wang

Gemini integrates hundreds of gene networks using memory-efficient high-order pooling, improving protein function prediction performance.

Bioinformatics · May 24, 2023Peer-reviewedBioinformatics