Selected Publications
Zhou Y*, Horan MR, Deshpande S, Ness KK, Hudson MM, Huang IC, and Srivastava DK. Estimation of personal symptom networks for using the Ising model for adult survivors of childhood cancer: a simulation study with real-world data application. Clinical Epidemiology Dec 31: 461-473, 2024. doi: 10.2147/CLEP.S464104. PubMed PMID: 39049900; PubMed Central PMCID: PMC11268787. *Corresponding author
Li X, Gamuyao R, Wu ML, Cho WJ, King SV, Petersen RA, Stabley DR, Lindow C, Climer LK, Shirinifard A, Ferrara F, Throm RE, Robinson CG, Zhou Y, Carisey AF, Tebo AG, Chang CL. A fluorogenic complementation tool kit for interrogating lipid droplet-organelle interaction. Journal of Cell Biology Sep 2;223(9), 2024. doi: 10.1101/2023.11.29.569289. PubMed PMID: 38076863; PubMed Central PMCID: PMC10705429.
Kaye EC, Smith J, Zhou Y, Bagatell R, Baker JN, Cohn SL, Diller LR, Glade Bender JL, Granger MM, Marachelian A, Park JR, Rosenberg AR, Shusterman S, Twist CJ, Mack JW. Factors influencing parents' choice of palliative treatment goals for children with relapsed or refractory neuroblastoma: A multi-site longitudinal survey study. Cancer Apr 1;130(7):1101-1111, 2024. doi: 10.1002/cncr.35149. Epub 2023 Dec 15. PubMed PMID: 38100619; PubMed Central PMCID: PMC10939929.
Zhou Y, Smith J, Keerthi D, Li C, Sun Y, Mothi SS, Shyr DC, Spitzer B, Harris A, Chatterjee A, Chatterjee S, Shouval R, Naik S, Bertaina A, Boelens JJ, Triplett BM, Tang L, Sharma A. Longitudinal clinical data improve survival prediction after hematopoietic cell transplantation using machine learning. Blood Adv Feb 13;8(3):686-698, 2024. doi: 10.1182/bloodadvances.2023011752. PubMed PMID: 37991991; PubMed Central PMCID: PMC10844815.
Wyatt KD, Birz S, Castellino SM, Henderson TO, Lucas JT Jr, Pei Q, Zhou Y, Volchenboum SL, Furner B, Watkins M, Kelly KM, Flerlage JE. Accelerating pediatric hodgkin lymphoma research: the hodgkin lymphoma data collaboration (NODAL). J Natl Cancer Inst Jan 25, 2024. doi: 10.1093/jnci/djae013. [Epub ahead of print] PubMed PMID: 38273668.
Feraco AM, Zhou Y, Zheng Y, Marks LJ, Friedmann AM, Weinstein HJ, Link MP, and Flerlage JE. Disease site number was not prognostic in a low-risk Hodgkin lymphoma combined modality trial: revisiting PHC HOD90. Blood Advances 2023. PMID: 37647596 DOI: 10.1182/bloodadvances.2023010944
Zhou Y*, Song PX. Longitudinal Self-Learning of Individualized Treatment Rules in A Nutrient Supplementation Trial with Missing Data. Statistics in Medicine. DOI: 10.1002/sim.9766 *Corresponding author.
Purvis KN, Swanson HD, Niloy KK, Zhou Y, Panetta JC, Crews KR, Flerlage JE. Pharmacokinetics and Safety of Bendamustine in the BEABOVP Regimen for the Treatment of Pediatric Patients with Hodgkin Lymphoma. Cancer Chemotherapy and Pharmacology pp.1-6, 2023. PMID: 37199744 DOI: 10.1007/s00280-023-04540-9
Rodríguez‐Carmona Y, Meijer JL, Zhou Y, Jansen EC, Perng W, Banker M, Song PX, Téllez‐Rojo MM, Cantoral A, Peterson KE. Metabolomics reveals sex‐specific pathways associated with changes in adiposity and muscle mass in a cohort of Mexican adolescents. Pediatric Obesity Jun;17(6):e12887, 2022. PMID: 35023314 DOI: 10.1111/ijpo.12887
Zhan T, Zhou Y, Geng Z, Gu Y, Kang J, Wang L, Huang X, Slate EH. Deep historical borrowing framework to prospectively and simultaneously synthesize control information in confirmatory clinical trials with multiple endpoints. Journal of Biopharmaceutical Statistics Jan 2;32(1):90-106, 2022. PMID: 34632951 DOI: 10.1080/10543406.2021.1975128
Zhou Y, Song PX, Fu H. Net benefit index: Assessing the influence of a biomarker for individualized treatment rules. Biometrics Sep 12, 2020. PMID: 32918486 DOI: 10.1111/biom.13373
Marino S, Zhao Y, Zhou N, Zhou Y, Toga AW, Zhao L, Jian Y, Yang Y, Chen Y, Wu Q, Wild J. Compressive Big Data Analytics: An ensemble meta-algorithm for high-dimensional multisource datasets. Plos One Aug 28;15(8):e0228520, 2020. PMID: 32857775 DOI: 10.1371/journal.pone.0228520
Zhou Y, Wang L, Zhang L, Shi L, Yang K, He J, Zhao B, Overton W, Purkayastha S, Song P. A spatiotemporal epidemiological prediction model to inform county-level COVID-19 risk in the United States. Harvard Data Science Review Aug 6, 2020. DOI: 10.1162/99608f92.79e1f45e
Wang L, Zhou Y, He J, Zhu B, Wang F, Tang L, Kleinsasser M, Barker D, Eisenberg MC, Song PX. An epidemiological forecast model and software assessing interventions on the COVID-19 epidemic in China. Journal of Data Science Jul 1;18(3):409-32, 2020. DOI: 10.1101/2020.02.29.20029421
Luo C, Fa B, Yan Y, Wang Y, Zhou Y, Zhang Y, Yu Z. High-dimensional mediation analysis in survival models. PLoS Computational Biology Apr 17;16(4):e1007768, 2020. PMID: 32302299 DOI: 10.1371/journal.pcbi.1007768
Ray D, Salvatore M, Bhattacharyya R, Wang L, Du J, Mohammed S, Purkayastha S, Halder A, Rix A, Barker D, Kleinsasser M, Zhou Y, Bose D, Song P, Banerjee M, Baladandayuthapani V, Ghosh P, Mukherjee B. Predictions, role of interventions and effects of a historic national lockdown in India’s response to the COVID-19 pandemic: data science call to arms. Harvard Data Science Review. 2020;2020(Suppl 1). PMID: 32607504 DOI: 10.1162/99608f92.60e08ed5
Zhou Y, Zhao L, Zhou N, Zhao Y, Marino S, Wang T, Sun H, Toga AW, Dinov ID. Predictive big data analytics using the UK Biobank data. Scientific Reports Apr 12;9(1):1-0, 2019. PMID: 30979917 DOI: 10.1038/s41598-019-41634-y
Marino S, Xu J, Zhao Y, Zhou N, Zhou Y, Dinov ID. Controlled feature selection and compressive big data analytics: Applications to biomedical and health studies. PloS One Aug 30;13(8):e0202674, 2018. PMID: 30161148 DOI: 10.1371/journal.pone.0202674
Mui MZ, Zhou Y, Blanchette P, Chughtai N, Knight JF, Gruosso T, Papadakis AI, Huang S, Park M, Gingras AC, Branton PE. The human adenovirus type 5 E4orf4 protein targets two phosphatase regulators of the Hippo signaling pathway. Journal of Virology Sep 1;89(17):8855-70, 2015. PMID: 26085163 DOI: 10.1128/JVI.03710-14
Last update: October 2024