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Zheng Jing
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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
1182021
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
172021
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
142021
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
32021
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
12020
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
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