Qian Liu
Orcid: 0000-0001-9832-596XAffiliations:
- University of Manitoba, Winnipeg, Canada
According to our database1,
Qian Liu
authored at least 11 papers
between 2020 and 2025.
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on orcid.org
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Bibliography
2025
A graph neural network approach for hierarchical mapping of breast cancer protein communities.
BMC Bioinform., December, 2025
2024
Simple Histogram Equalization Technique Improves Performance of VGG Models on Facial Emotion Recognition Datasets.
Algorithms, June, 2024
ST-CellSeg: Cell segmentation for imaging-based spatial transcriptomics using multi-scale manifold learning.
PLoS Comput. Biol., 2024
Conditional probabilistic diffusion model driven synthetic radiogenomic applications in breast cancer.
PLoS Comput. Biol., 2024
MPSleepNet: Matrix Profile-Guided Transformer for Multi-Channel Sleep Classification.
Proceedings of the 2024 7th International Conference on Signal Processing and Machine Learning, 2024
2023
Machine learning-driven integration of multimodal data for deciphering breast cancer heterogeneity.
PhD thesis, 2023
Proceedings of the 15th International Conference on Bioinformatics and Biomedical Technology, 2023
2022
Bayesian tensor factorization-drive breast cancer subtyping by integrating multi-omics data.
J. Biomed. Informatics, 2022
YOLO-LOGO: A transformer-based YOLO segmentation model for breast mass detection and segmentation in digital mammograms.
Comput. Methods Programs Biomed., 2022
BMC Bioinform., 2022
2020
A Two-Dimensional Sparse Matrix Profile DenseNet for COVID-19 Diagnosis Using Chest CT Images.
IEEE Access, 2020