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 | 95 | 2021 |
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 | 84 | 2022 |
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 | 79 | 2020 |
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 | 59 | 2018 |
Association analysis of deep genomic features extracted by denoising autoencoders in breast cancer Q Liu, P Hu Cancers 11 (4), 494, 2019 | 28 | 2019 |
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 | 22 | 2022 |
Extendable and explainable deep learning for pan-cancer radiogenomics research Q Liu, P Hu Current Opinion in Chemical Biology 66, 2022 | 20 | 2022 |
Automated counting of cancer cells by ensembling deep features Q Liu, A Junker, K Murakami, P Hu Cells 8 (9), 1019, 2019 | 20 | 2019 |
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 | 13 | 2023 |
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 | 13 | 2022 |
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 | 13 | 2019 |
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 | 11 | 2021 |
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 | 10 | 2021 |
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 | 8 | 2023 |
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 | 7 | 2022 |
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 | 6 | 2022 |
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 | 5 | 2022 |
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 | 4 | 2023 |
A novel integrative computational framework for breast cancer radiogenomic biomarker discovery Q Liu, P Hu Computational and Structural Biotechnology Journal 20, 2484-2494, 2022 | 4 | 2022 |
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 | 4 | 2021 |