A Two-Dimensional Sparse Matrix Profile DenseNet for COVID-19 Diagnosis Using Chest CT Images. - Qian Liu 015; Carson K. Leung; Pingzhao Hu (IEEE Access, 2020)

Semi-supervised COVID-19 CT image segmentation using deep generative models. - Judah Zammit; Daryl L. X. Fung; Qian Liu 015; Carson Kai-Sang Leung; Pingzhao Hu (BMC Bioinform., 2022)

YOLO-LOGO: A transformer-based YOLO segmentation model for breast mass detection and segmentation in digital mammograms. - Yongye Su; Qian Liu 015; Wentao Xie 003; Pingzhao Hu (Comput. Methods Programs Biomed., 2022)

Bayesian tensor factorization-drive breast cancer subtyping by integrating multi-omics data. - Qian Liu 015; Bowen Cheng; Yongwon Jin; Pingzhao Hu (J. Biomed. Informatics, 2022)

Patch-based deep learning models for breast mammographic mass classification. - Wentao Xie 003; Qian Liu 015; Yongye Su; Yi Yan; Shujun Huang; Qin Kuang; Pingzhao Hu (ICBBT, 2023)

Machine learning-driven integration of multimodal data for deciphering breast cancer heterogeneity. - Qian Liu 015 (2023)

MPSleepNet: Matrix Profile-Guided Transformer for Multi-Channel Sleep Classification. - Huanjing Liu; Camilo E. Valderrama; Xingying Zhang; Qian Liu 015 (SPML, 2024)

Conditional probabilistic diffusion model driven synthetic radiogenomic applications in breast cancer. - Lianghong Chen; Zi Huai Huang; Yan Sun; Mike Domaratzki; Qian Liu 015; Pingzhao Hu (PLoS Comput. Biol., 2024)

ST-CellSeg: Cell segmentation for imaging-based spatial transcriptomics using multi-scale manifold learning. - Youcheng Li; Leann Lac; Qian Liu 015; Pingzhao Hu (PLoS Comput. Biol., 2024)

Simple Histogram Equalization Technique Improves Performance of VGG Models on Facial Emotion Recognition Datasets. - Jaher Hassan Chowdhury; Qian Liu 015; Sheela Ramanna (Algorithms, 2024)

Hybrid vision transformer framework for efficient and explainable SEM image-based nanomaterial classification. - Manpreet Kaur; Camilo E. Valderrama; Qian Liu 015 (Mach. Learn. Sci. Technol., 2025)

A graph neural network approach for hierarchical mapping of breast cancer protein communities. - Xiao Zhang; Qian Liu 015 (BMC Bioinform., 2025)