Scholar
Lixin Cheng
Google Scholar ID: LkWAc9YAAAAJ
Shenzhen People's Hospital
Citations & Impact
Citations
1,606
H-index
26
i10-index
45
Publications
20
Co-authors
4
list available
Contact
Publications
Resume (English only)
Academic Achievements
- - Toward pan-age sepsis detection: Leveraging pediatric transcriptome data to enhance diagnostic model generalizability in heterogeneous populations. Fundamental Research, 2025.
- - PAGE-based transfer learning from single-cell to bulk sequencing enhances model generalization for sepsis diagnosis. Briefings in Bioinformatics, 2025.
- - Metabolomics- and proteomics-based multiomics integration reveals early metabolite alterations in sepsis-associated acute kidney injury. BMC Medicine 2025.
- - STModule: identifying tissue modules to uncover spatial components and characteristics of transcriptomic landscapes. Genome Medicine 2025.
- - Longitudinal association between multimorbidity, participating activity and cognitive function: cross-lagged mediation analysis. The Journals of Gerontology: Series A, 2025.
- - iDICss robustly predicts melanoma immunotherapy response by synergizing genomic and transcriptomic knowledge via independent component analysis. Clinical and Translational Medicine, 2025.
- - Diminished salivary cortisol response to mental stress predict all-cause mortality in general population. Journal of Psychosomatic Research, 2025.
- - A novel approach to enhance glioblastoma multiforme treatment efficacy: non-coding RNA targeted therapy and adjuvant approaches. Clinical Epigenetics, 2025.
- - scMMAE: masked cross-attention network for single-cell multimodal omicsfusion to enhance unimodal omics. Briefings in Bioinformatics, 2025.
Research Experience
- Shenzhen People’s Hospital, working on computational biology and bioinformatics
Education
- - Jan 2014 – Jan 2018, PhD (Computational Biology), Department of Computer Science and Engineering, The Chinese University of Hong Kong.
- - 2008 – 2011, MPhil (Bioinformatics), College of Bioinformatics Science and Technology, Harbin Medical University.
- - 2003 – 2008, BSc (Biotechnology), Department of Biotechnology, Harbin Medical University.
Background
- Research Interests: Diagnostic and prognostic biomarker identification, Machine learning algorithms, Data integration and transfer learning, Systems biology and network analysis, Multiomics
Miscellany
- Personal interests: Recruiting Postdoc and Research Assistants to work together on computational biology and bioinformatics
