معرفی
Dr. Qian Liu is an Assistant Professor in the Department of Applied Computer Science at the University of Winnipeg. She holds a PhD in Individual Interdisciplinary Studies, integrating Computer Science, Statistics, and Medical Genetics. Her research focuses on advanced data science techniques for healthcare and material science, including multi-modal data integration and interpretable AI.
Education:
- 2023: Postdoc, Western University, Canada
- 2023: PhD, University of Manitoba, Canada
- 2019: MSc, University of Manitoba, Canada
Research Interests: Machine learning, deep learning, bioinformatics, computational biology, medical imaging, and their applications in healthcare and material informatics. Her lab develops tools for genomic integration, radiogenomics, and AI-driven biomarker discovery.
Recent Contributions: Her work spans AI in nanomaterial classification, breast cancer biomarker discovery, and emotion recognition. Articles highlight innovations in graph neural networks, diffusion models, and interpretable deep learning.
Awards:
- 2024 University of Manitoba Distinguished Dissertation Award
- 2019 Best Oral Paper at IEEE Bioinformatics Conference
Grants:
- NSERC 2024 Discovery Grant (Principal Investigator)
- CIHR 2023 Project Grant (Co-Applicant)
Labs/Teams: Active in interdisciplinary collaborations across computer science, statistics, and biomedical domains. Lab members include postdocs, PhD/MS students, and undergraduate researchers.
