Unsupervised network discovery for brain imaging data Z Bai, P Walker, A Tschiffely, F Wang, I Davidson Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017 | 29 | 2017 |
Application of deep learning on single-cell RNA sequencing data analysis: a review M Brendel, C Su, Z Bai, H Zhang, O Elemento, F Wang Genomics, Proteomics and Bioinformatics 20 (5), 814-835, 2022 | 25 | 2022 |
Biomedical discovery through the integrative biomedical knowledge hub (iBKH) C Su, Y Hou, M Zhou, S Rajendran, JRMA Maasch, Z Abedi, H Zhang, ... Iscience 26 (4), 2023 | 11 | 2023 |
Discovering models from structural and behavioral brain imaging data Z Bai, B Qian, I Davidson Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 7 | 2018 |
Mixtures of block models for brain networks Z Bai, P Walker, I Davidson Proceedings of the 2018 SIAM International Conference on Data Mining, 46-54, 2018 | 7 | 2018 |
Experimental demonstration of SVC video streaming using QoS-aware multi-path routing over integrated services routers Z Bai, S Li, Y Wu, W Zhou, Z Zhu 2013 IEEE International Conference on Communications (ICC), 3683-3687, 2013 | 6 | 2013 |
ibkh: The integrative biomedical knowledge hub C Su, Y Hou, W Guo, F Chaudhry, G Ghahramani, H Zhang medRxiv 21253461, 2021, 2021 | 5* | 2021 |
Single-cell multi-omics topic embedding reveals cell-type-specific and COVID-19 severity-related immune signatures M Zhou, H Zhang, Z Bai, D Mann-Krzisnik, F Wang, Y Li Cell Reports Methods 3 (8), 2023 | 4 | 2023 |
Comprehensively modeling heterogeneous symptom progression for Parkinson's disease subtyping. C Su, Y Hou, J Xu, M Brendel, JRMA Maasch, Z Bai, Y Zhu, C Henchcliffe, ... AMIA, 2022 | 4* | 2022 |
Block model guided unsupervised feature selection Z Bai, H Nguyen, I Davidson Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 4 | 2020 |
Towards description of block model on graph Z Bai, SS Ravi, I Davidson Machine Learning and Knowledge Discovery in Databases: European Conference …, 2021 | 2 | 2021 |
Synovial fibroblast gene expression is associated with sensory nerve growth and pain in rheumatoid arthritis Z Bai, N Bartelo, M Aslam, EA Murphy, CR Hale, NE Blachere, S Parveen, ... Science Translational Medicine 16 (742), eadk3506, 2024 | 1 | 2024 |
Predicting clinical outcomes in the S1314-COXEN trial using a multimodal deep learning model integrating histopathology, cell types, and gene expression. BM Faltas, Z Bai, M Osman, M Brendel, C Tangen, TW Flaig, ... Journal of Clinical Oncology 42 (4_suppl), 533-533, 2024 | 1 | 2024 |
Making clusterings fairer by post-processing: algorithms, complexity results and experiments I Davidson, Z Bai, CM Tran, SS Ravi Data Mining and Knowledge Discovery 37 (4), 1404-1440, 2023 | | 2023 |
Machine Learning Reveals Synovial Fibroblast Genes Associated with Pain Affect Sensory Nerve Growth in Rheumatoid Arthritis Z Bai, N Bartelo, M Aslam, C Hale, N Blachere, S Parveen, E Spolaore, ... medRxiv, 2023.08. 17.23294232, 2023 | | 2023 |
Single-cell multi-omic topic embedding reveals cell-type-specific and COVID-19 severity-related immune signatures (preprint) M Zhou, H Zhang, Z Bai, D Mann-Krzisnik, F Wang, Y Li | | 2023 |
Identification of Parkinson PACE subtypes and repurposing treatments through integrative analyses of multimodal clinical progression, neuroimaging, genetic, and transcriptomic data C Su, Y Hou, J Xu, Z Xu, J Xu, M Brendel, JRMA Maasch, Z Bai, H Zhang, ... medRxiv, 2021.07. 18.21260731, 2021 | | 2021 |
Advancing Unsupervised Learning on Graphs: Exploring Latent Structures of Graphs via Block Modeling Z Bai University of California, Davis, 2021 | | 2021 |