Qian Liu

Orcid: 0000-0001-9832-596X

Affiliations:
  • University of Manitoba, Winnipeg, Canada


According to our database1, Qian Liu authored at least 11 papers between 2020 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2020
2021
2022
2023
2024
2025
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Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

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

Patch-based deep learning models for breast mammographic mass classification.
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

Semi-supervised COVID-19 CT image segmentation using deep generative models.
BMC Bioinform., 2022

2020
A Two-Dimensional Sparse Matrix Profile DenseNet for COVID-19 Diagnosis Using Chest CT Images.
IEEE Access, 2020


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