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Qi Liu
Life Science
Tongji University
Shanghai
Language: Chinese, English
Artificial Intelligence
Genomics
Bioinformatics
Precision Therapy
Single-Cell Analysis
Multi-Modal Integration
Perturbation Studies
Crispr
Machine Learning
Data-Driven Research
Areas of Focus
- AI for Omics
- Precision Medicine
- Single-cell Omics
- Multi-modal Omics
- Perturbation Omics
Work Experience
- Permanent Professor at Tongji University
- PI at Shanghai Autonomous Intelligent Unmanned Systems Science Center, Tongji University
Academic Background & Achievements
- PhD: Not mentioned
- National Youth Talent
- Published books on omics and AI
Publications
- Unified cross-modality integration and analysis of T-cell receptors and T-cell transcriptomes by low-resource-aware representation learning, Yicheng Gao et al., Qi Liu*, 2024
- Single- Cell Omics: experimental workflow, data analyses and applications, Fengying Sun et al., Qi Liu*… ShiTie Liu*, 2024
- Multi-slice Spatial Transcriptome Domain Analysis with SpaDo, Bin Duan et al., Qi Liu*, 2024
- Personalized tumor combination therapy optimization using the single-cell transcriptome, Chen Tang et al., Qi Liu*, 2023
- Genome-wide CRISPR off-target prediction and optimization using RNA-DNA interaction fingerprints, Qichang Chen et al., Qi Liu*, 2023
Awards
- Best of Trends Award
- F1000 Recommendation
- iGEM Best Software & AI Project Award
