Joint structural estimation of multiple graphical models J Ma, G Michailidis The Journal of Machine Learning Research 17 (166), 1--48, 2016 | 96 | 2016 |
CHIME: clustering of high-dimensional Gaussian mixtures with em algorithm and its optimality TT Cai, J Ma, L Zhang Annals of Statistics 47 (3), 1234--1267, 2019 | 82 | 2019 |
A comparative study of topology-based pathway enrichment analysis methods J Ma, A Shojaie, G Michailidis BMC Bioinformatics, 2019 | 78 | 2019 |
An open science study of ageing in companion dogs KE Creevy, JM Akey, M Kaeberlein, DEL Promislow, DAP Consortium Nature 602 (7895), 51-57, 2022 | 72 | 2022 |
Network-based pathway enrichment analysis with incomplete network information J Ma, A Shojaie, G Michailidis Bioinformatics 32 (20), 3165-3174, 2016 | 65 | 2016 |
Epigenetic loss of AOX1 expression via EZH2 leads to metabolic deregulations and promotes bladder cancer progression V Vantaku, V Putluri, DA Bader, S Maity, J Ma, JM Arnold, K Rajapakshe, ... Oncogene 39 (40), 6265-6285, 2020 | 52 | 2020 |
Integrative pathway analysis of metabolic signature in bladder cancer: a linkage to the cancer genome atlas project and prediction of survival FC von Rundstedt, K Rajapakshe, J Ma, JM Arnold, J Gohlke, V Putluri, ... The Journal of Urology 195 (6), 1911-1919, 2016 | 41 | 2016 |
Differential network enrichment analysis reveals novel lipid pathways in Chronic Kidney Disease J Ma, A Karnovsky, F Afshinnia, J Wigginton, DJR Pennathur, L Natarajan, ... Bioinformatics, 2019 | 35 | 2019 |
Differential Markov random field analysis with an application to detecting differential microbial community networks TT Cai, H Li, J Ma, Y Xia Biometrika, 2019 | 31 | 2019 |
Age and physical activity levels in companion dogs: Results from the dog aging project H Lee, D Collins, KE Creevy, DEL Promislow The Journals of Gerontology: Series A 77 (10), 1986-1993, 2022 | 21 | 2022 |
Associations between physical activity and cognitive dysfunction in older companion dogs: Results from the Dog Aging Project EE Bray, DA Raichlen, KK Forsyth, DEL Promislow, GE Alexander, ... GeroScience 45 (2), 645-661, 2023 | 17 | 2023 |
Evaluation of cognitive function in the Dog Aging Project: associations with baseline canine characteristics S Yarborough, A Fitzpatrick, SM Schwartz Scientific reports 12 (1), 13316, 2022 | 16 | 2022 |
netgsa: Fast computation and interactive visualization for topology-based pathway enrichment analysis M Hellstern, J Ma, K Yue, A Shojaie PLoS Computational Biology 17 (6), e1008979, 2021 | 15 | 2021 |
Once-daily feeding is associated with better health in companion dogs: results from the Dog Aging Project EE Bray, Z Zheng, MK Tolbert, BM McCoy, M Kaeberlein, KF Kerr GeroScience 44 (3), 1779-1790, 2022 | 12 | 2022 |
Lifetime prevalence of malignant and benign tumours in companion dogs: Cross‐sectional analysis of Dog Aging Project baseline survey SM Schwartz, SR Urfer, M White, K Megquier, S Shrager, ... Veterinary and comparative oncology 20 (4), 797-804, 2022 | 11 | 2022 |
The generalized matrix decomposition biplot and its application to microbiome data Y Wang, TW Randolph, A Shojaie, J Ma Msystems 4 (6), 10.1128/msystems. 00504-19, 2019 | 9* | 2019 |
Dog size and patterns of disease history across the canine age spectrum: Results from the dog aging project Y Nam, M White, EK Karlsson, KE Creevy, DEL Promislow, ... Plos one 19 (1), e0295840, 2024 | 5 | 2024 |
Social determinants of health and disease in companion dogs: A cohort study from the Dog Aging Project BM McCoy, L Brassington, K Jin, GA Dolby, S Shrager, D Collins, ... Evolution, Medicine, and Public Health 11 (1), 187-201, 2023 | 5 | 2023 |
Joint Microbial and Metabolomic Network Estimation with the Censored Gaussian Graphical Model J Ma Statistics in Biosciences 13, 351–372, 2020 | 4 | 2020 |
Banking on a new understanding: translational opportunities from veterinary biobanks D LaLonde-Paul, L Mouttham, DEL Promislow, MG Castelhano GeroScience 45 (3), 1439-1450, 2023 | 3 | 2023 |