Variation in the human immune system is largely driven by non-heritable influences P Brodin, V Jojic, T Gao, S Bhattacharya, CJL Angel, D Furman, ... Cell 160 (1), 37-47, 2015 | 1076 | 2015 |
An inflammatory aging clock (iAge) based on deep learning tracks multimorbidity, immunosenescence, frailty and cardiovascular aging N Sayed, Y Huang, K Nguyen, Z Krejciova-Rajaniemi, AP Grawe, T Gao, ... Nature aging 1 (7), 598-615, 2021 | 309 | 2021 |
Design of synthetic bacterial communities for predictable plant phenotypes S Herrera Paredes, T Gao, TF Law, OM Finkel, T Mucyn, PJPL Teixeira, ... PLoS biology 16 (2), e2003962, 2018 | 207 | 2018 |
Degrees of freedom in deep neural networks T Gao, V Jojic arXiv preprint arXiv:1603.09260, 2016 | 40 | 2016 |
An inflammatory aging clock (iAge) based on deep learning tracks multimorbidity, immunosenescence, frailty and cardiovascular aging. Nat Aging. 2021; 1: 598–615 N Sayed, Y Huang, K Nguyen, Z Krejciova-Rajaniemi, AP Grawe, T Gao, ... DOI: https://doi. org/10.1038/s43587-021-00082-y, 598-615, 2021 | 36 | 2021 |
Learning compact Markov logic networks with decision trees H Khosravi, O Schulte, J Hu, T Gao Machine learning 89, 257-277, 2012 | 36 | 2012 |
Modelling relational statistics with bayes nets O Schulte, H Khosravi, AE Kirkpatrick, T Gao, Y Zhu Machine Learning 94, 105-125, 2014 | 30 | 2014 |
An inflammatory clock predicts multi-morbidity, immunosenescence and cardiovascular aging in humans N Sayed, T Gao, R Tibshirani, T Hastie, L Cui, T Kuznetsova, ... BioRxiv, 840363, 2019 | 16 | 2019 |
Sample importance in training deep neural networks T Gao, V Jojic | 12 | 2016 |
Author Correction: An inflammatory aging clock (iAge) based on deep learning tracks multimorbidity, immunosenescence, frailty and cardiovascular aging (Nature Aging,(2021), 1 … N Sayed, MM Davis, D Furman, F Haddad, JC Wu, Y Huang, K Nguyen, ... Nature Aging 1 (8), 748-748, 2021 | 2 | 2021 |
Hyperparameter optimization for deep learning T Gao UNC CS Deep Learning Journal Club, University of North Carolina at Chapel …, 2016 | 2 | 2016 |
Drug-induced mRNA signatures are enriched for the minority of genes that are highly heritable T Gao, P Brodin, MM Davis, V Jojic Pacific Symposium on Biocomputing Co-Chairs, 395-406, 2014 | 1 | 2014 |
Random Regression for Bayes Nets Applied to Relational Data. O Schulte, H Khosravi, T Gao, Y Zhu StarAI@ UAI, 2012 | 1 | 2012 |
Efficient online-group-screening designs for agent identification T Gao, O Finkel, J Dangl, V Jojic bioRxiv, 220863, 2017 | | 2017 |
Extracting Information From Deep Learning Models for Computational Biology T Gao The University of North Carolina at Chapel Hill, 2017 | | 2017 |
Modelling Relational Statistics With Bayes Nets (Poster Presentation SRL Workshop) O Schulte, H Khosravi, A Kirkpatrick, T Gao, Y Zhu | | 2012 |
RNA Secondary Structure Prediction: Using ASP techniques T Gao | | 2011 |
Relational Random Regression for Bayes Nets O Schulte, H Khosravi, Y Zhu, T Gao | | |
Relational Random Regression for Bayes Nets (Poster Presentation at UAI-StarAI Workshop 2012) O Schulte, H Khosravi, T Gao, Y Zhu | | |
Parameter Estimation of FM Synthesis using Machine Learning Technique T Gao | | |