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Qian Liu
Qian Liu
University of Winnipeg
Verified email at myumanitoba.ca
Title
Cited by
Cited by
Year
Self-supervised deep learning model for COVID-19 lung CT image segmentation highlighting putative causal relationship among age, underlying disease and COVID-19
DLX Fung, Q Liu, J Zammit, CKS Leung, P Hu
Journal of Translational Medicine 19, 1-18, 2021
852021
A two-dimensional sparse matrix profile DenseNet for COVID-19 diagnosis using chest CT images
Q Liu, CK Leung, P Hu
IEEE Access 8, 213718-213728, 2020
732020
YOLO-LOGO: A transformer-based YOLO segmentation model for breast mass detection and segmentation in digital mammograms
Y Su, Q Liu, W Xie, P Hu
Computer Methods and Programs in Biomedicine 221, 106903, 2022
662022
Long non-coding RNA H19 acts as an estrogen receptor modulator that is required for endocrine therapy resistance in ER+ breast cancer cells
P Basak, S Chatterjee, V Bhat, A Su, H Jin, V Lee-Wing, Q Liu, P Hu, ...
Cellular Physiology and Biochemistry 51 (4), 1518-1532, 2018
592018
Association analysis of deep genomic features extracted by denoising autoencoders in breast cancer
Q Liu, P Hu
Cancers 11 (4), 494, 2019
242019
Bayesian tensor factorization-drive breast cancer subtyping by integrating multi-omics data
Q Liu, B Cheng, Y Jin, P Hu
Journal of biomedical informatics 125, 103958, 2022
192022
Automated counting of cancer cells by ensembling deep features
Q Liu, A Junker, K Murakami, P Hu
Cells 8 (9), 1019, 2019
162019
Extendable and explainable deep learning for pan-cancer radiogenomics research
Q Liu, P Hu
Current Opinion in Chemical Biology 66, 2022
142022
A novel convolutional regression network for cell counting
Q Liu, A Junker, K Murakami, P Hu
2019 IEEE 7th International Conference on Bioinformatics and Computational …, 2019
112019
Parallelized multidimensional analytic framework applied to mammary epithelial cells uncovers regulatory principles in EMT
I Paul, D Bolzan, A Youssef, KA Gagnon, H Hook, G Karemore, ...
Nature communications 14 (1), 688, 2023
92023
Semi-supervised COVID-19 CT image segmentation using deep generative models
J Zammit, DLX Fung, Q Liu, CKS Leung, P Hu
BMC bioinformatics 23 (Suppl 7), 343, 2022
92022
A novel matrix profile-guided attention LSTM model for forecasting COVID-19 cases in USA
Q Liu, DLX Fung, L Lac, P Hu
Frontiers in public health 9, 741030, 2021
92021
Proteomic approaches to defining remission and the risk of relapse in rheumatoid arthritis
LJ O'Neil, P Hu, Q Liu, MM Islam, V Spicer, J Rech, A Hueber, V Anaparti, ...
Frontiers in Immunology, 4664, 2021
82021
Epigenome-wide DNA methylation and transcriptome profiling of localized and locally advanced prostate cancer: Uncovering new molecular markers
Q Liu, M Reed, H Zhu, Y Cheng, J Almeida, G Fruhbeck, R Ribeiro, P Hu
Genomics 114 (5), 110474, 2022
72022
Radiogenomic association of deep MR imaging features with genomic profiles and clinical characteristics in breast cancer
Q Liu, P Hu
Biomarker Research 11 (1), 9, 2023
52023
Computational prediction of the pathogenic status of cancer-specific somatic variants
N Feizi, Q Liu, L Murphy, P Hu
Frontiers in Genetics 12, 805656, 2022
52022
Multiomic metabolic enrichment network analysis reveals metabolite–protein physical interaction subnetworks altered in cancer
BC Blum, W Lin, ML Lawton, Q Liu, J Kwan, I Turcinovic, R Hekman, P Hu, ...
Molecular & Cellular Proteomics 21 (1), 2022
52022
A novel integrative computational framework for breast cancer radiogenomic biomarker discovery
Q Liu, P Hu
Computational and Structural Biotechnology Journal 20, 2484-2494, 2022
42022
Genetic predictors of gene expression associated with psychiatric comorbidity in patients with inflammatory bowel disease–A pilot study
A Bruinooge, Q Liu, Y Tian, W Jiang, Y Li, W Xu, CN Bernstein, P Hu
Genomics 113 (3), 919-932, 2021
32021
Development and validation of a prognostic 15-gene signature for stratifying HER2+/ER+ breast cancer
Q Liu, S Huang, D Desautels, KJ McManus, L Murphy, P Hu
Computational and Structural Biotechnology Journal 21, 2940-2949, 2023
22023
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Articles 1–20