DeepProg: an ensemble of deep-learning and machine-learning models for prognosis prediction using multi-omics data OB Poirion, Z Jing, K Chaudhary, S Huang, LX Garmire Genome medicine 13, 1-15, 2021 | 118 | 2021 |
Two-stage Cox-nnet: biologically interpretable neural-network model for prognosis prediction and its application in liver cancer survival using histopathology and … Z Zhan, Z Jing, B He, N Hosseini, M Westerhoff, EY Choi, LX Garmire NAR genomics and bioinformatics 3 (1), lqab015, 2021 | 17 | 2021 |
Cox-nnet v2. 0: improved neural-network-based survival prediction extended to large-scale EMR data D Wang, Z Jing, K He, LX Garmire Bioinformatics 37 (17), 2772-2774, 2021 | 14 | 2021 |
Benchmarking computational integration methods for spatial transcriptomics data Y Li, S Stanojevic, B He, Z Jing, Q Huang, J Kang, LX Garmire bioRxiv, 2021.08. 27.457741, 2021 | 3 | 2021 |
Two-stage biologically interpretable neural-network models for liver cancer prognosis prediction using histopathology and transcriptomic data Z Zhan, Z Jing, B He, N Hosseini, M Westerhoff, EY Choi, LX Garmire medRxiv, 2020.01. 25.20016832, 2020 | 1 | 2020 |
Multi-omic and survival datasets used for “DeepProg: an ensemble of deep-learning and machine-learning models for prognosis prediction using multi-omics data”. figshare. 2021 O Poirion, LX Garmire, K Chaudhary, S Huang, Z Jing | | |