Selected Publications

Methods

• Jade Wang and Xiang Zhou (2025). Modeling subcellular spatial variation of gene expression within cells in high-resolution spatial transcriptomics. Nature Communications. Accepted. BioRxiv. Software.
• Jade Wang, Zhao-Hua Lu, Wilburn E. Reddick, Heather M Conklin, John O Glass, Lisa Jacola, Arzu Onar-Thomas, Sima Jeha, Cheng Cheng, Xiang Zhou#, and Yimei Li# (2024). High-dimensional mediation analysis with network mediators: applications to pediatric acute lymphoblastic leukemia. # Co-corresponding authorship. Submitted. BioRxiv.
• Yimei Li, Jade Wang, Grace Zhou, Heather M Conklin, Arzu Onar-Thomas, Amar Gajjar, Wilburn E Reddick, ZhaoHua Lu, and Cai Li (2024). Imaging mediation analysis for longitudinal outcomes: a case study of childhood brain tumor survivorship. Statistics and Its Interface.
• Jade Wang, Yimei Li, Wilburn E Reddick, Heather M Conklin, John O Glass, Arzu Onar-Thomas, Amar Gajjar, Cheng Cheng, and Zhao-Hua Lu (2023). A high-dimensional mediation model for a neuroimaging mediator: Integrating clinical, neuroimaging, and neurocognitive data to mitigate late effects in pediatric cancer. Biometrics. Paper
• Jade Wang#, Yimei Li, Xintong Li, and Zhao-Hua Lu. Alzheimer’s disease classification through imaging genetic data with IGnet (2022). # Corresponding author. Frontiers in Neuroscience. Paper.
• Zhao-Hua Lu#, Jade Wang, and Xintong Li. Revealing opinions for COVID-19 questions using a context retriever, opinion aggregator, and question-answering model: model development study (2021). # Corresponding author. Journal of Medical Internet Research.
• Zhao-Hua Lu, Jin-ah Sim, Jade Wang, Christopher B Forrest, Kevin R Krull, Deokumar Srivastava, Melissa M Hudson, Leslie L Robison, Justin N Baker, and I-Chan Huang (2021). Natural language processing and machine learning methods to characterize unstructured patient-reported outcomes: validation study. * Co-first authorship. Journal of Medical Internet Research.
• Jade Wang, Xin-Yuan Song#, Hongtu Zhu (2021). Bayesian latent factor on image regression with nonignorable missing data. # Corresponding author. Statistics in Medicine. Paper.
• Jade Wang, Haotian Wu, Xiangnan Feng, Xin-Yuan Song (2021). Bayesian two-level model for repeated partially ordered responses: application to adolescent smoking behavior analysis. Sociological Methods & Research.
• Jade Wang, Xiangnan Feng, Xin-Yuan Song (2020). Joint analysis of semicontinuous data with latent variables. Computational Statistics & Data Analysis.
• Ming Ouyang, Jade Wang, Chunjie Wang, Xin-Yuan Song (2018). Bayesian semiparametric failure time models for multivariate censored data with latent variables. Statistics in Medicine.

Collaborations

• Gia Ferrara, Molly Aguina, Emily Mirochnick, Parima Wiphatphumiprates, Daniel C. Moreira, Elizabeth Sniderman, César A. Villegas, Erica C. Kaye, Iman Ragab, Biemba Maliti, Gita Naidu, Pascale Y. Gassant, Daniela Arce, Ramandeep Singh Arora, Ana Patricia Alcasabas, Muhammad Rafie Raza, Pablo Velasco, Joyce Kambugu, Anna Vinitsky, Carlos Rodriguez Galindo, Asya Agulnik, Dylan E. Graetz, and COVIMPACT study group (2023). Communication transforms the impact of the COVID-19 pandemic on children with cancer and their families. Cancer Medicine.
• Jennifer L Crook, Zhao-Hua Lu, Jade Wang, Nan Henderson, Kimberly E Proctor, Vinod G Maller, Hasmukh J Prajapati, Robert E Gold, Abdelhafeez H Abdelhafeez, Lindsay J Talbot, Ching-Hon Pui, Andrew M Davidoff, James M Hoffman, and Andrew J Murphy (2022). Why do subcutaneous ports get stuck? A case-control study. Journal of Pediatric Surgery.
• Dylan E Graetz, Elizabeth Sniderman, Cesar A Villegas, Erica C Kaye, Iman Ragab, Aliaksandra Laptsevich, Biemba Maliti, Gita Naidu, Haiying Huang, Pascale Y Gassant, Luciana Nunes Silva, Daniela Arce, Jacqueline Montoya Vasquez, Ramandeep Singh Arora, Ana Patricia Alcasabas, Desy Rusmawatiningtyas, Muhammad Rafie Raza, Pablo Velasco, Joyce Kambugu, Anna Vinitsky, Carlos Rodriguez-Galindo, Asya Agulnik, Daniel C Moreira, and COVIMPACT Study Group (2022). Resilient health care in global pediatric oncology during the COVID-19 pandemic. Cancer.
• Dylan E Graetz, Elizabeth Sniderman, Cesar Villegas, Iman Ragab, Aliaksandra Laptsevich, Biemba Maliti, Gita Naidu, Hui Zhang, Pascale Gassant, Luciana Nunes, Daniela Arce, Jacqueline Montoya Vasquez, Ramandeep S Arora, Ana P Alcasabas, Desy Rusmawatiningtyas, Muhammad Rafie Raza, Syed A Hamid, Pablo Velasco, Joyce Kambugu, Anna Vinitsky, Nancy S Bolous, Cyrine E Haidar, Laure Bihannic, Diana Sa da Bandeira, Jade Wang, Dongfang Li, Flavia Graca, Aksana Vasilyeva, Harry Lesmana, Carlos R Galindo, Asya Agulnik, and Daniel C Moreira. Utilizing multilingual methods and rapid analysis for global qualitative research during a pandemic (2022). Global Qualitative Nursing Research.
• Aaron Ross, Oswaldo Gomez, Jade Wang, Zhao-Hua Lu, Abdelhafeez H Abdelhafeez, Andrew M Davidoff, Lindsay J Talbot, Andrew J Murphy (2021). Timing of adjuvant chemotherapy after laparotomy for Wilms tumor and neuroblastoma. * Co-first authorship. Pediatric Surgery International.
• Alise K Murray, Rose B McGee, Roya M Mostafavi, Jade Wang, Zhao-Hua Lu, Jessica M Valdez, Michael A Terao, and Kim E Nichols (2021). Creating a cancer genomics curriculum for pediatric hematology-oncology fellows: A national needs assessment. Cancer Medicine.