Qian Liu

14 papers Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dual-Transformer Cross-Attention Framework for Alzheimer's disease detection via dPTE-Guided EEG channel selection and multi-modal integration.
Biomed. Signal Process. Control.
Shyamal Y. Dharia, Qian Liu, Stephen D. Smith, Camilo E. Valderrama
2025 J jnl
A graph neural network approach for hierarchical mapping of breast cancer protein communities.
BMC Bioinform.
Xiao Zhang, Qian Liu
2025 J jnl
Fractal Dimension of Resting-State EEG as a Biomarker for Autonomous Sensory Meridian Response (ASMR).
IEEE J. Biomed. Health Informatics
Shyamal Y. Dharia, Camilo E. Valderrama, Qian Liu, Beverley Katherine Fredborg, Amy S. Desroches, Stephen D. Smith
2025 J jnl
Hybrid vision transformer framework for efficient and explainable SEM image-based nanomaterial classification.
Mach. Learn. Sci. Technol.
Manpreet Kaur, Camilo E. Valderrama, Qian Liu
2024 J jnl
Conditional probabilistic diffusion model driven synthetic radiogenomic applications in breast cancer.
PLoS Comput. Biol.
Lianghong Chen, Zi Huai Huang, Yan Sun, Mike Domaratzki, Qian Liu, Pingzhao Hu
2024 — conf
MPSleepNet: Matrix Profile-Guided Transformer for Multi-Channel Sleep Classification.
SPML
Huanjing Liu, Camilo E. Valderrama, Xingying Zhang, Qian Liu
2024 J jnl
ST-CellSeg: Cell segmentation for imaging-based spatial transcriptomics using multi-scale manifold learning.
PLoS Comput. Biol.
Youcheng Li, Leann Lac, Qian Liu, Pingzhao Hu
2024 J jnl
Simple Histogram Equalization Technique Improves Performance of VGG Models on Facial Emotion Recognition Datasets.
Algorithms
Jaher Hassan Chowdhury, Qian Liu, Sheela Ramanna
2023 — —
Machine learning-driven integration of multimodal data for deciphering breast cancer heterogeneity.
Qian Liu
2023 — conf
Patch-based deep learning models for breast mammographic mass classification.
ICBBT
Wentao Xie, Qian Liu, Yongye Su, Yi Yan, Shujun Huang, Qin Kuang, Pingzhao Hu
2022 J jnl
Bayesian tensor factorization-drive breast cancer subtyping by integrating multi-omics data.
J. Biomed. Informatics
Qian Liu, Bowen Cheng, Yongwon Jin, Pingzhao Hu
2022 J jnl
Semi-supervised COVID-19 CT image segmentation using deep generative models.
BMC Bioinform.
Judah Zammit, Daryl L. X. Fung, Qian Liu, Carson Kai-Sang Leung, Pingzhao Hu
2022 J jnl
YOLO-LOGO: A transformer-based YOLO segmentation model for breast mass detection and segmentation in digital mammograms.
Comput. Methods Programs Biomed.
Yongye Su, Qian Liu, Wentao Xie, Pingzhao Hu
2020 J jnl
A Two-Dimensional Sparse Matrix Profile DenseNet for COVID-19 Diagnosis Using Chest CT Images.
IEEE Access
Qian Liu, Carson K. Leung, Pingzhao Hu