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Tian Gu
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Characteristics associated with racial/ethnic disparities in COVID-19 outcomes in an academic health care system
T Gu, JA Mack, M Salvatore, SP Sankar, TS Valley, K Singh, ...
JAMA network open 3 (10), e2025197-e2025197, 2020
2182020
COPDGene® 2019: redefining the diagnosis of chronic obstructive pulmonary disease
KE Lowe, EA Regan, A Anzueto, E Austin, JHM Austin, TH Beaty, ...
Chronic Obstructive Pulmonary Diseases: Journal of the COPD Foundation 6 (5 …, 2019
1862019
Hypersensitivity pneumonitis: radiologic phenotypes are associated with distinct survival time and pulmonary function trajectory
ML Salisbury, T Gu, S Murray, BH Gross, A Chughtai, M Sayyouh, ...
Chest 155 (4), 699-711, 2019
1782019
Voxel-wise longitudinal parametric response mapping analysis of chest computed tomography in smokers
WW Labaki, T Gu, S Murray, CR Hatt, CJ Galbán, BD Ross, CH Martinez, ...
Academic radiology 26 (2), 217-223, 2019
732019
COVID-19 outcomes, risk factors and associations by race: a comprehensive analysis using electronic health records data in Michigan Medicine
T Gu, JA Mack, M Salvatore, SP Sankar, TS Valley, K Singh, ...
MedRxiv, 2020
552020
History of coronary heart disease increased the mortality rate of patients with COVID-19: a nested case–control study
T Gu, Q Chu, Z Yu, B Fa, A Li, L Xu, R Wu, Y He
BMJ open 10 (9), e038976, 2020
492020
Informing a risk prediction model for binary outcomes with external coefficient information
W Cheng, JMG Taylor, T Gu, SA Tomlins, B Mukherjee
Journal of the Royal Statistical Society Series C: Applied Statistics 68 (1 …, 2019
302019
A phenome-wide association study (PheWAS) of COVID-19 outcomes by race using the electronic health records data in Michigan Medicine
M Salvatore, T Gu, JA Mack, S Prabhu Sankar, S Patil, TS Valley, K Singh, ...
Journal of Clinical Medicine 10 (7), 1351, 2021
232021
Serum amino acid concentrations and clinical outcomes in smokers: SPIROMICS metabolomics study
WW Labaki, T Gu, S Murray, JL Curtis, L Yeomans, RP Bowler, RG Barr, ...
Scientific reports 9 (1), 11367, 2019
212019
Radiographic graft surveillance in lung transplantation: prognostic role of parametric response mapping
EA Belloli, T Gu, Y Wang, D Vummidi, DM Lyu, MP Combs, A Chughtai, ...
American Journal of Respiratory and Critical Care Medicine 204 (8), 967-976, 2021
172021
Characteristics associated with racial/ethnic disparities in COVID-19 outcomes in an academic health care system. JAMA Netw Open. 2020; 3 (10): e2025197
T Gu, JA Mack, M Salvatore, S Prabhu Sankar, TS Valley, K Singh
Epub 2020/10/22. https://doi. org/10.1001/jamanetworkopen. 2020. 25197 PMID …, 2020
162020
Synthetic data method to incorporate external information into a current study
T Gu, JMG Taylor, W Cheng, B Mukherjee
Canadian Journal of Statistics 47 (4), 580-603, 2019
152019
Patterns of repeated diagnostic testing for COVID‐19 in relation to patient characteristics and outcomes
S Salerno, Z Zhao, S Prabhu Sankar, M Salvatore, T Gu, LG Fritsche, ...
Journal of Internal Medicine 289 (5), 726-737, 2021
132021
A meta-inference framework to integrate multiple external models into a current study
T Gu, JMG Taylor, B Mukherjee
Biostatistics DOI: 10.1093/biostatistics/kxab017, 2021
122021
Heterogeneous burden of lung disease in smokers with borderline airflow obstruction
CS Pirozzi, T Gu, PM Quibrera, EE Carretta, MLK Han, S Murray, ...
Respiratory research 19, 1-10, 2018
112018
Causes of and clinical features associated with death in tobacco cigarette users by lung function impairment
WW Labaki, T Gu, S Murray, JL Curtis, JM Wells, SP Bhatt, J Bon, AA Diaz, ...
American Journal of Respiratory and Critical Care Medicine 208 (4), 451-460, 2023
92023
Robust angle-based transfer learning in high dimensions
T Gu, Y Han, R Duan
arXiv preprint: http://arxiv.org/abs/2210.12759, 2022
92022
Changes in COVID-19-related outcomes, potential risk factors and disparities over time
Y Yu, T Gu, TS Valley, B Mukherjee, LG Fritsche
Epidemiology & Infection 149, e192, 2021
82021
COMMUTE: communication-efficient transfer learning for multi-site risk prediction
T Gu, PH Lee, R Duan
Journal of Biomedical Informatics, 2022
72022
Perceived effectiveness of public health measures and positive attitudes during a pandemic: a large cross-sectional study in Shanghai, China
Q Chu, T Gu, A Li, J Chen, H Wang, N Liu, R Wu, Y He
BMJ open 11 (5), e047231, 2021
52021
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Articles 1–20