Publications
1. Arias-Castro, E* and Wang, M*. The Sparse Poisson Means Model. Electron. J. Statist. 9(2): 2170-2201 (2015). DOI: 10.1214/15-EJS1066 (co-first author)
2. Arias-Castro, E* and Wang, M*. Distribution-free tests for sparse heterogeneous mixtures. Test 26(1) (2017): 71-94. (co-first author)
3. Wang, M, Ji, Z, Wang, S, Kim, J, Yang, H, Jiang, X, and Ohno-Machado, L. Mechanisms to Protect the Privacy of Families when Using the Transmission Disequilibrium Test in Genome-Wide Association Studies. Bioinformatics, 33(23) (2017): 3716-3725. PMID: 29036461.
4. Wang, M, Ji, Z, Kim, H, Wang, S, Xiong, L, and Jiang, X. Selecting Optimal Subset to release under Differentially Private M-estimators from Hybrid Datasets. IEEE Trans Knowl Data Eng. 2018 Mar 1; 30(3): 573–584. PMID: 30034201.
5. Stranger, B. E., L. E. Brigham, R. Hasz, M. Hunter, C. Johns, M. Johnson, G. Kopen, W. F. Leinweber, J. T. Lonsdale, A. McDonald, …Wang, M, et al. Enhancing GTEx by bridging the gaps between genotype, gene expression, and disease. Nature Genetics, 11 Oct 2017, 49(12):1664-1670. PMID: 29019975.
6. Arias-Castro*, E, Castro, R*, Tánczos, E*, and Wang, M*. Distribution-Free Detection of Structured Anomalies: Permutation and Rank-Based Scans. Journal of the American Statistical Association, 113(522) (2015): 789-801. (co-first author)
7. GTEx Consortium. The GTEx Consortium atlas of genetic regulatory effects across human tissues. Science.2020 Sep 11;369(6509):1318-1330. PMID: 32913098.
8. Jiang, L*, Wang, M*, Lin, S, Jian, R, Li, X, Chan, JY, Dong, G, Fang, H, Robinson, A, GTEx Consortium, Snyder, MP. A Quantitative Proteome Map of the Human Body. Cell. 2020 Oct 1;183(1):269-283PMID: 32916130. (co-first author)
9. Mishra, T*, Wang, M*, Metwally, AA*, Bogu, GK*, Brooks, AW*, Bahmani, A*, Alavi, A*, Celli, A, Higgs, E, Dagan-Rosenfeld, O, Fay, B, Kirkpatrick, S, Kellogg, R, Gibson, M, Wang, T, Hunting, EM, Mamic, P, Ganz, AB, Rolnik, B, Li, X, and Snyder, MP. Pre-symptomatic detection of COVID-19 from smartwatch data. Nat Biomed Eng 4, 1208–1220 (2020). PMID: 33208926. (co-first author)
10. Wang, C, Zhou, X, Wang, M, Chen, X. The Impact of SARS-CoV-2 on the Human Immune System and Microbiome. Infectious Microbes & Diseases. 2021 Mar; 3(1): 14–21.
11. Wang, M, Jiang, L, Jian, R, Chan, JY, Liu, Q, Snyder, MP, and Tang, H. RobNorm: Model-Based Robust Normalization Method for Labeled Quantitative Mass Spectrometry Proteomics Data. Bioinformatics. 2021 May 5;37(6):815-821. PMID: 33098413.
12. Keating, BJ, Mukhtar, EH, Elftmann, ED, … Wang M, et al. Early Detection of SARS-CoV-2 and other Infections in Solid Organ Transplant Recipients and Household Members using Wearable Devices. Transpl Int. 2021 Jun;34(6):1019-1031PMID: 33735480.
13. Wang, M, Jiang, L, and Snyder, MP. AdaReg: Data-Adaptive Robust Estimation in Linear Regression with Applications in GTEx Gene Expressions. Stat Appl Genet Mol Biol. 2021 Jul 13;20(2):51-71.PMID: 34252998.
14. Wang, M, Jiang, L, and Snyder, MP. AdaTiSS: A Novel Data-Adaptive Robust Method for Quantifying Tissue Specificity Scores. Bioinformatics. 2021 Dec 7;37(23):4469-4476PMID: 34146104.
15. Alavi, A*, Bogu, GK*, Wang, M*, Rangan, ES*, Brooks, AW*, Wang, Q, Higgs, E, Celli, A, Mishra, T, Cha, K, Knowles, P, Alavi, A, Bhasin, R, Panchamukhi, S, Celis, D, Honkala, A, Rolnik, B, Li, X, Bahmani, A, and Snyder, MP. Real-time Alerting System for COVID-19 and Other Stress Events Using Wearable Data. Nat Med. 2022; 28(1): 175–184.PMID: 34845389. (co-first author)
16. Duarte, N, Arora, RK, Bennett, G, Wang, M, Snyder, MP, Cooperstock, JR, and Wagner, CE. Deploying wearable sensors for pandemic mitigation: A counterfactual modelling study of Canada’s second COVID-19 wave. PLOS Digital Health 1(9): e0000100.PMID: 36812624.
17. Bridges CM, Donovan LJ, Nippert AR, Wang M, Wu S, Forman TE, Haight ES, Huck NA, Jordan CE, Gardner AS, Nair RV. Newly Repopulated Spinal Cord Microglia Exhibit A Unique Transcriptome And Coincide With Sex-Independent Pain Resolution. The Journal of Pain. 2023 Apr 1;24(4):5-6.